1Curriculum Vita for

Alan E. Gelfand

Professor of Statistical Science



ADDRESS:   Department of Statistical Science

   Duke University

   Old Chemistry Building

   Durham, NC 27707-0251


TELEPHONE:  (919) 668-5229 (Office)

(919) 684-8594 (FAX)




DATE & PLACE OF BIRTH:   April 17, 1945, New York City, New York




B.S., City College of New York, 1965

M.S., Stanford University, 1967

Ph.D., Stanford University, 1969





1966-67 Summer Research Assistant, U.S. Navy Electronics Laboratory

1967-69    Graduate Teaching Assistant, Stanford University;  Graduate Research Assistant,    1968-69

1969  Assistant Professor, University of Connecticut Associate Professor, 1975-80 Professor, 1980-

1970  Visiting Assistant Professor, Stanford University Summer

1971  Visiting Research Associate, Stanford University Summer

1972  Summer Research Associate, George Washington University

1976  Visiting Research Associate, Stanford University Summer

1978-79 Summer Research Associate, Stanford University

1980  Visiting Lecturer, University of New South Wales Visiting Lecturer, Sydney University; Visiting Research Scientist, CSIRO, Sydney

1985-93 Visiting Research Associate, Stanford University, Summers

1988;90 Science and Engineering Research Council Visiting Fellow, Nottingham University

1992;93;95 Science and Engineering Research Council Visiting Fellow, Imperial College

1995  Visiting Research Scholar, Harvard University

2001  Visiting Research Scientist, University of Washington

2002 -   Professor (James B. Duke Professor of Statistics and Decisions Sciences)

  Duke University


2002  Visiting Professor, Bocconi University, Milan

2004,05        Visiting Research Scholar, Oslo University

2005,11     Visiting Professor, University of Rome

2005 -        Professor of Environmental Health and Policy, Nicholas School of the


2007 -13    Chair, Department of Statistical Science




American Statistical Association; Institute of Mathematical

Statistics; International Statistical Institute (Bernoulli

Society); International Society for Bayesian Analysis




 Elected Fellow of the American Statistical Association, May 1978

 Elected Member of the International Statistical Institute, 1986

 Elected Member of the Connecticut Academy of Arts and Sciences, April 1995

 Elected Fellow of the Institute of Mathematical Statistics, August 1996

 Mosteller Statistician of the Year Award, February 2001

 Tenth Most Cited Mathematical Scientist in the World 1991-2001, Science Watch

 President, International Society for Bayesian Analysis, 2006

            Recipient, Parzen Prize, 2006

            Craig Lecturer, 2011

            P.C. Mahalanobis Lecturer, 2012

            Distinguished Research Medal, ASA Section on Statistics and the Environment, 2013

            Elected Fellow, International Society for Bayesian Analysis, November 2015

            William Evans Visiting Fellow, Otago University, Dunedin, NZ, Fall 2017

            Samuel S. Wilks Memorial Award, American Statistical Association, 2019





Invited Paper:  Computer Science and Statistics Interface, E. Lansing, Michigan, 1990.


Presented Paper:  2nd World Congress of the Bernoulli Society and the Institute of Mathematical Statistics, Uppsala, Sweden, August 1990.


Conference Organizer: Bayesian Computation via Stochastic Simulation, Ohio State Univ., February 1991.


Invited Speaker:  Pacific Northwest Statistics Group, Vancouver, March 1991.


Invited Speaker:  Bayesian Statistics 4, Valencia, April, 1991.


Conference Chair:  Fifth New England Statistics Symposium, April 1991.


Associate Editor:  Journal American Statistical Association, January 1992 - 1995.


Organizing Committee:  24th Symposium on the Interface, College Station, Texas, March 1992.


Invited Paper:  Sixth New England Statistics Symposium, April 1992.


Invited Speaker:  5th Purdue Symposium on Statistical Decision Theory and Related Topics, June 1992.



Invited Lecturer:  Workshop on "New Developments in Statistical Modelling for Complex Biomedical Problems", INSERM, Paris, July 1992.

Invited Speaker:  Annual Statistical Meetings, Boston, August 1992.


Invited Speaker:  Latin American-US Workshop on Bayesian Statistics and Econometrics, Caracas, Venezuela, December 1992.


Member:  ESF Network on Highly Structured Stochastic Systems, January 1993.


Conference Chair:  Seventh New England Statistics Symposium, April 1993.


Invited Speaker:  1st Riverboat Conference, Basel, May 1993.


Invited Speaker:  Statistical Society of Canada, Wolfville, June 1993.


Invited Speaker:  Joint Statistical Meetings, San Francisco, August 1993.


Invited Speaker:  International Conference on Hierarchical Modeling, Rio De Janiero, December 1993.


 Invited Lecturer:  University of Basel, Switzerland, May 1994


 Invited Speaker:  Bayesian Statistics 5, Alicante, Spain June 1994


Conference Organizer and Chair:  Summer Research Conference, AMS-IMS-SIAM sponsored, Mt. Holyoke College, June 1994


Conference Co-Chair:  NSF-CBMS Workshop on Finite Population Models, Storrs, CT  July 1994


 Invited Speaker:  Workshop on Model Determination, Weisbaden, Germany, Sept 1994


 Invited Speaker:  Statistical Society of Ottawa, October 1994


Conference Chair:  Ninth New England Statistics Symposium, April 1995.


Conference Organizing Committee:  Workshop on Highly Structured Stochastic Systems, Luminy, France, June 1995.


Invited Speaker:  International Workshop on Model Uncertainty and Model Robustness, Bath, England, June 1995.


Invited Speaker:  Joint Statistical Meetings, Orlando, Florida, August 1995.


Invited Speaker: VI Latin American Congress on Probability and Mathematical Statistics, Valparaiso, Chile, November, 1995

Invited Speaker:  Sydney International Statistical Congress, Sydney, Australia, July 1996.

 Invited Speaker:  Joint Statistical Meetings, Chicago, August 1996.


 Associate Editor:  American Statistician, 1996 - 2001.


IMS Representative to AAAS Section on Information, Computing and Communication, 1996-.


Member, International Advisory Committee, International Society for Bayesian Analysis, 1996-.


Member, NSF Review Panel in Statistics, December 1996.


 Conference Chair: 11th New England Statistics Symposium, April 1997.


Invited Distinguished Scholar: National Chao Tung University, May 1997 (Lectures at Academia Sinica, Fu Jen Catholic University and Fung Shia University).


 Invited Speaker: Practical Bayesian Statistics 4, Nottingham, England, July 1997.


Invited Speaker: International Workshop on Stochastic Model Building and Variable Selection Duke University, Durham, October 1997.


 Invited Speaker: INFORMS, Dallas, October, 1997.


 Member, NSF Review Panel In Statistics, December 1997.


Invited Speaker: Third Triennial Calcutta Symposium on Probability and Statistics, Calcutta, December 1997.


Invited Speaker: Conference on Recent Advances In Statistics and Probability, Calcutta, January, 1998.


 Invited Speaker, ENAR (Biometrics Society) Meeting, Pittsburgh, March 1998.


 Elected: Board of Directors, International Society for Bayesian Analysis 1998 - 2001.


 Invited Speaker:  Basel Biometrics Society, Basel Switzerland, May 1998.


 Invited Speaker:  Joint Statistical Meeting, Dallas, August 1998.


 ASA Visiting Lecturer Program, 1999 - 2002

 Invited Speaker: Royal Statistical Society Meeting Sheffield, UK, April 1999


 Conference Chair: 13th New England Statistics Symposium Storrs, CT April 1999

Invited Speaker: Statistical Methods for Analyzing Geographic Variations In Health Indicators, Workshop in Paris, April 1999


 Invited Speaker: International Workshop On Objective Bayesian Methodology, Valencia,

 June 1999


 Invited Speaker: Second Bayesian Nonparametrics Workshop, Reading, UK, July 1999


 Invited Speaker: Joint Statistical Meetings, Baltimore, August 1999


 Chair Elect: ASA Section on Bayesian Statistical Science, 2000


Invited Speaker: International Conference in Honor of the 80th birthday of Professor C.R. Rao, San Antonio, March 2000


Invited Speaker: ENAR Meeting, Chicago, March 2000


 Invited Speaker: Basel Biometrics Society, Basel May 2000


 Invited Speaker: ISBA Meeting, Crete May 2000


Invited Speaker: AMS-IMS-SIAM Summer Research Conference, S. Hadley, MA, July 2000


 Invited Speaker: Joint Statistical Meetings, Indianapolis, August 2000


 Member, NSF Review Panel in Statistics, December 2000


Invited Address: Boston Chapter of the American Statistical Association, February 2001


 Invited Presentation, Symposium In Honor of Sir David Cox, New York, March 2001


 Conference Chairman, 15th New England Statistics Symposium, Storrs, CT, April 2001


 Invited Tutorial, International Real Estate Conference, Cancun, May 2001.


 Invited Speaker, Bayesian Inference In Stochastic Processes, Varenna, Italy, June 2001


 Invited Presentation, Basel Biometric Society, June 2001


 Invited Speaker, Bayesian Nonparametrics Summit, Ann Arbor, July 2001


 Special Invited Paper (IMS), Joint Statistical Meetings, Atlanta, August 2001


 Associate Editor: Journal of the American Statistical Association, Theory and Methods,

 January 2002 - 2008


 Invited Speaker, Bayesian Statistics 7, Tenerife, June 2002


 Program Chair Elect: ISBA 2003


 Invited Speaker, Joint Statistical Meetings, New York City, August 2002


Invited Speaker, and Tutorial, Stochastic Computation Workshop, SAMSI, September 2002, Durham, NC


Invited Speaker, Spatial Statistics: Integrating Statistics, GIS and Statistical Graphics, October 2002, Seattle, WA


Invited Speaker, Int’l Conference on Ranking and Selection, Multiple Comparisons, Reliability, and their applications, December 2003, Chennai, India


Invited Speaker, International Conference on Statistics In Industry and Business, January 2003 Cochin, India


Invited Speaker, International Bayesian Workshop/Symposium January 2003 Calcutta


Invited Speaker, Large Scale Models for Environmental Systems Workshop, SAMSI February 2003 Durham, North Carolina


Invited Speaker, Spatio-Temporal Statistics Summer Colloquium, June 2003, Boulder, Colorado


Invited Speaker, ISI International Conference on Environmental Statistics and Health, July 2003 Santiago de Compostela, Spain


Invited Speaker, International Workshop on Bayesian Analysis, August 2003, Santa Cruz, CA


Invited Presenter, Bayesian Case Studies Workshop 7, Carnegie Mellon University, Pittsburgh, September 2003


Invited Distinguished Lecturer, PRIMES Program, Colorado State University, Fort Collins, October 2003


Invited Speaker, New Approaches to Statistical Modeling of Ecological Data, Jackson Hole, November 2003


Invited Speaker, ISM Conference on Science of Modeling, Yokohama, Japan,

December 2003


Co-leader SAMSI Program on Multi Scale Model Development and Control Design. January 2004

Invited Speaker, ENAR, Pittsburgh, March 2004


Co-organizer, NSF Summer Institute, Uncertainty and Variability in Ecological Inference Forecasting and Decision making, Duke University, June 2004


Member, Editorial Board, Environmental and Ecological Statistics, January 2004


Associate Editor, Bayesian Analysis, July 2004


Associate Editor, Environmental and Ecological Statistics, August 2004 - 2010


Invited Speaker and Roundtable Leader, Joint Statistical Meetings, Toronto, August 2004


Invited Speaker, Winemiller Symposium, Columbia, MO October 2004


Plenary Speaker, MCMC-Ski, Bormio, Italy, January 2005


NIH Panelist, Obesity and the Built Environment, Durham, NC February 2005


External Evaluator, Department of Mathematics and Statistics, University of Massachusetts, Amherst, MA, April 2005


Keynote Speaker, Workshop on recent advances in modeling spatio-temporal data, Southampton, UK, May 2005


Keynote Speaker, Conference on Applied Statistics in Ireland, Enniskillen, Ireland, May 2005


Invited Speaker, Bayesian Inference In Stochastic Processes 4, Varenna, Italy, June 2005


Invited Speaker, Joint Statistical Meetings, Minneapolis, MN, August 2005


Member, National Institute of Statistical Science, Board of Trustees, 2005-2007


Keynote Speaker, Latent Structural Modelling and Analysis for Spatio-temporal Data, December, 2005, Kyoto, Japan


Invited Speaker,  Workshop on Uncertainty in Ecological Analysis, Ohio State University, Columbus, OH, April 2006


Invited Address (as Parzen Prize Recipient), Texas A&M University, College Station, TX, April 2006


Invited Speaker, International Workshop on Applied Probability, University of Connecticut, Storrs, CT, May 2006


Invited Speaker, Bayesian Inference in Complex Stochastic Systems, Warwick University, UK, May 2006


Invited Speaker, Valencia 8 ISBA 2006 World Meeting on Bayesian Statistics, Benidorm Spain, June 2006


Invited Speaker, Spatial Data Methods for Environmental and Ecological Processes, Puglia, Italy, September 2006


Advisory Board Member, Institute for Mathematics Applied to the Geosciences, NCAR, Boulder CO,  October, 2006 - 2009


Invited Speaker, International Workshop on Statistical Modelling of Complex Systems, Munich, Germany, October, 2006


Associate Editor, Journal of Multivariate Analysis, 2007-2009


Invited Speaker,  Workshop on Environmental Health and Statistics, University of Florida, Gainesville, January, 2007


Invited Speaker,  Mathematical Challenges and Opportunities in Sensor Networking,  Institute for Pure and Applied Mathematics, UCLA, January 2007


Plenary Speaker, Spatial and Spatio-temporal Statistics, University of Arkansas, Fayetteville, April 2007


Invited Speaker, Joint Statistical Meetings, Salt Lake City, August, 2007


Invited Speaker, International Society for Exposure Analysis, annual Meeting, Durham, North Carolina, October 2007


Invited Speaker,  International Conference on Advances in Interdisciplinary Statistics and Combinatorics, UNC-Greensboro, October, 2007


Member, Board of Trustees, National Institute of Statistical Science, 2007- 2015


Editor, Special Issue of Environmental and Ecological Statistics


Program Organizing Committee, SAMSI Program on Wireless Sensor Networks, Durham, Spring 2008


Invited Speaker, 9th Bayesian Statistics Brazilian Meeting, Maresias, Sao Paolo, February, 2008


Invited Speaker, ENAR meeting, Arlington, VA, March 2008


Invited Speaker, GUDO 4 Workshop, Valencia, Spain, June 2008


Invited Speaker, Joint Statistical Meetings, Denver, CO, August 2008

Invited Speaker, METMA 4, Alghero, Sardinia, September 2008


Invited Speaker, MCMC Meeting, CRM Lab, Sherbrooke, Quebec, October 2008


Invited Speaker, Thirtieth Anniversary, UFMG, Belo Horizonte, Brazil, May 2009


Invited Speaker, 7th Workshop on Bayesian Nonparametrics, Torino, Italy, June 2009


Invited Speaker, Joint Statistical Meetings, Washington, D.C., August 2009


Invited Speaker, Conference on Spatio-temporal Extremes and Applications, Lausanne, November, 2009


Associate Editor, Bernoulli, 2010- 2102


Invited Speaker, X Jornados Nacionales de Bioestadistica, II Workshop Bayesiano, Santiago, Chile, January 2010


 Invited Speaker, EBEB X, Angra Dos Reis, Brasil, March 2010


Plenary Speaker, Frontiers of Statistical Decision Making and Bayesian Analysis, San Antonio, March 2010


Plenary Speaker, Second Bayesian Inference in Complex Stochastic Systems, Warwick University, UK, May 2010


Invited Speaker, METMA V, Santiago de Campostella, Spain, July 2010


Invited Short Course, Joint Statistical Meetings, Vancouver, Canada, August 2010


Conference Organizer, Transition workshop, SAMSI program on Space-time analysis for Environmental Mapping, Epidemiology, and Climate Change, September 2010


Invited Speaker, ENAR, International Biometrics Society, Miami, March 2011


The Craig Lectures, University of Iowa, April, 2011


Plenary Speaker, Hierarchical Models and Markov Chain Monte Carlo, Crete, June 2011


Invited Summer School, ASB2011, Bolzano, Italy, June 2011


Invited Speaker, Joint Statistical Meetings, Miami, August, 2011


Member, Editorial Advisory Board, Metron, September, 2011


Member, Editorial Advisory Board, Spatial Statistics, October 2011- 2015


Presidential Invited Address, The International Environmetrics Society, Hyderabad, India, January 2012


The P.C. Mahalanobis Lectures - Kolkata, Delhi, Bungaluru, India, January 2012


Plenary Lecture, CLAPEM XII, Vina Del Mar, Chile, March 2012


Mu Sigma Rho Invited Lecture, Virginia Tech, April 2012


Invited Speaker, Symposium on Hierarchical Modeling in the Environmental Sciences, Tokyo, Japan, June 2012


Invited Speaker, BayesComp 2012, Tokyo, Japan, June 2012


Keynote Speaker, ISBA 2012,  Kyoto, Japan, June 2012


Keynote Speaker, Australian Statistical Congress, Adelaide, Australia, July, 2012


Invited Speaker, Joint Statistical Meetings, San Diego, CA, August, 2012


            Keynote Speaker, Advances in Interdisciplinary Statistics and Combinatorics,

            Greensboro, NC, October, 2012



            Editorial Board, TEST, 2012-


            Editorial Board, Journal of Statistical Theory and Practice, 2013 - 2016


            Invited Speaker, XIII Escola de Modelos de Regressão, Maresias, SP, Brazil,

            February, 2013


            Invited Speaker, Workshop on Investigating the Effect of Air Quality on Health,

            University of Southampton, April 2013


            Invited Speaker, Finnish Days, University of Jyvaskyla, Finland, May, 2013


            Invited Speaker, Joint Statistical Meetings, Montreal, Canada, August 2013


            Distinguished Achievement Medal, ASA Section Statistics in the Environment,

            August 2013


            Plenary Speaker, J. Haslett Retirement Celebration, Trinity College Dublin, March 2014


            Plenary Speaker, International Biometric Society Meeting, 60th Anniversary, Bremen,

            Germany, March 2014


            Invited Speaker, ADISTA 2014, Brussels, Belgium, May 2014


            Invited Speaker, Bayes2014 Lectures, Edinburgh, Scotland, May 2014


            Plenary Speaker, Scottish and Northumbrian Meeting of Statisticians 2014, May 2014


            Invited Speaker, 47th Scientific Meeting Italian Statistical Society, Sardinia, Italy,

            June   2014


            Invited Speaker, Graybill Symposium, Ft. Collins Colorado, September 2014


            Invited Speaker, International Chemometrics  Society, Nijmegen, Holland,

            September 2014


             Invited Discussant, Workshop on investigating the effect of air quality on

             health, University of Southampton, UK, June 2015


             Invited Speaker, Spatial Statistics 2015: Emerging Patterns, Avignon, France, June 2015


             Distinguished Research Scholar, Center on Excellence for Complex Data Analysis,

             RTI, Durham, NC, 2015-16


             Associate Editor, Spatial Statistics, 2016 –


             Invited Speaker, Joint Statistics Meetings, Chicago, August 2016


             CBMS Short Course, University of California Santa Cruz, August 2017


             Invited Speaker, BIRS-CMO 17w5076: Synthesis of Statistics, Data Mining

             and Environmental Sciences in Pursuit of Knowledge Discovery, Oaxaca,

             Mexico, November 2017


             William Evans Distinguished Visiting Professor, University of Otago, Dunedin, New  

             Zealand,   November-December 2017


             Foundation Lecture, International Society For Bayesian Analysis, June, 2018,

             Edinburgh, Scotland


             Invited Speaker, Joint Statistical Meetings, Vancouver, B.C., August 2018


             Keynote Speaker, Workshop on Spatial Point Process Modeling, Texas A&M

             University, College Station September 2018


             Special Invited Lecture, Department of Statistics, Colorado State University,

             Ft. Collins, CO, October 2018


             MSSISS Keynote Speaker, University of Michigan, March 2019


             Member, REVSTAT Editorial Board, 2019-23





 Spatial Statistics

            Spatial and Spatio-temporal Modeling

            Statistical Analysis of Environmental and Ecological Processes

 Modeling and Model Determination

 Nonparametric Bayesian Inference

 Bayesian Computation  




I have completed thirty Ph.D. students since 1990, nearly all of whom have gone into academic positions including the University of Minnesota, Carnegie-Mellon University, Texas A & M University, University of Southampton, North Carolina State University, University of California, Santa Cruz, University of Texas-Austin, Brigham Young University, and University of California, Los Angeles. I have also mentored numerous post-doctoral researchers, including individuals who have then taken positions at UFRJ (Brasil), Arizona State University, University of Michigan, University of Missouri, Texas Tech University, McGill University.




Graphical and Descriptive Methods for Criminal Justice Data: Washington, Philadelphia, San Francisco 1984; Houston, Chicago, New York 1985,

Markov Chain Monte Carlo Methodology:  University of Basel, Switzerland, May 1994; Southern Illinois University, DeKalb, IL, April 1996; National Chao Tung University, Taiwan, May 1997.

Spatial Modeling and Data Analysis: University of Sao Paolo, January 2001, University of Padua, May 2001, University of Oulu, Finland, June 2002, University of Bocconi, Milan, November, 2002.

Short Course on Hierarchical Modeling For the Analysis of Spatal Data, ENAR, Pittsburgh, March 2004, Joint Statistical Meetings, Minneapolis, August 2005.

NSF Short Course on Hierarchical Modeling for the Environmental Sciences, Duke University, June 2004, 2006

Short Course on Spatial Epidemiotogy, Erasmus Summer Program, Erasmus University, Rotterdam, August 2004, 2005, 2006, 2007.

Short Course on Hierarchical Modeling for the Analysis of Spatial Data, Southampton, May 2005, May 2007, June 2009.

Short Course on Hierarchical Modeling for the Analysis of Spatial Data, Tokyo, December, 2005

Short Course on Applied Bayesian Nonparametric Modelling, Joint Statistical Meetings, Seattle, August, 2006

Short Course on Multivariate Spatial Process Modeling, ASA Section on Statistics and the Environment and CISES, Chicago, October 2006

            Short Course on Hierarchical Modeling for the Analysis of Spatial Data,  Zaragoza, Spain,

            June 2007, Lisbon, Portugal, March 2008, Valencia, Spain, June, 2008, Southampton, UK,

            June 2009, Tel Aviv, June 2010, Southampton, UK, June 2011, May 2013, June 2015,

            University of Rome, June  2011, University of Bologna, March 2015

            Short Course on Bayesian Ecology, Joint Statistical Meetings, Vancouver, Canada, August


ABS11 Summer School, Hierarchical Modeling for Environmental Processes, Bolzano, Italy June 2011

Short Course on Bayesian Analysis of Spatial Point Patterns, Rome, Italy, June 2014

Short Course on Principles of Bayesian Inference and Hierarchical Modeling, Soochow University, Peking University, April-May 2015

Short Course on Bayesian methods and Spatial data methods, RTI, Durham, NC, Oct/Nov 2015

Short Course on Spatial data analysis, Intel, Portland Oregon, August, 2016

CBMS Summer Course, Bayesian Modeling for Spatial and Spatio-temporal Data, University of California, Santa Cruz, August 2017

Short Course on Spatial data analysis, University of Otago, Dunedin, New Zealand, December, 2017




Books and Monographs:


Gelfand, A.E. and C.C. Walker, 1984. Ensemble Modeling: Inference from Small Scale Properties to Large Scale Systems. Marcel Dekker: New York.


Gelfand, A.E. 1984. Editor: Proceedings of the Second Workshop on Law and Justice Statistics, Bureau of Justice Statistics, Washington, D.C.


Gelfand, A.E. 1987. Editor: Contributions to the Theory and Application of Statistics, Academic Press, San Francisco.


Gelfand, A.E. (with S. Banerjee and B.P. Carlin) 2004. Hierarchical Modeling and Analysis for Spatial Data  Chapman Hall, Boca Raton.


Gelfand, A.E. (with Clark, J.S.) 2006. Hierarchical Modeling for Environmental Data; Some applications and Perspectives. Oxford University Press.


Gelfand, A.E. (with P. J. Diggle, M. Fuentes, P. Guttorp) 2010.  The Handbook of Spatial Statistics.  Chapman Hall, Boca Raton


Gelfand, A.E. (with S. Banerjee and B.P. Carlin) 2014. Hierarchical Modeling and Analysis for Spatial Data, 2nd Edition,  Chapman Hall, Boca Raton


Gelfand, A.E. (with E.Schliep) 2018 Bayesian Analysis and Computation for Spatial Point Patterns. NSF-CBMS Regional Conference Series in Probability and Statistics, Volume 10, Institute of Mathematical Statistics


Gelfand, A.E. (with M. Fuentes, J. Hoeting, and R.L. Smith) 2019 The Handbook of

Environmental and Ecological Statistics Chapman Hall, Boca Raton




Journal Articles:


  1. 1.Gelfand, A.E. 1971. Seriation Methods for archaeological materials. American Antiquity 36 (3): 263-74. 


  1. 2.Gelfand, A.E. 1971. Rapid seriation methods with archaeological applications. Mathematics in the Archaeological and Historical Sciences. Edinburgh University Press, pp. 186-201. 


  1. 3.Gelfand, A.E. (with H. Solomon) 1973. A study of Poisson's models for jury verdicts in criminal and civil trials. J. Amer. Statist. Assoc. 68 (342): 271-78. 


  1. 4.Gelfand, A.E. 1974. Rapid seriation methods for multivariate observations through similarities. Commun. in Statist. 3 (7): 635-45. 


  1. 5.Gelfand, A.E. (with D.L. Thomas) 1974. Confidence coefficients for binomial interval estimates under hypergeometric models. Amer. Statistician 28 (2): 52-56. 


  1. 6.Gelfand, A.E. (with H. Solomon) 1974. Modeling jury verdicts for the American legal  system. J. Amer. Statist. Assoc. 69 (345): 32-38. 


  1. 7.Gelfand, A.E. (with H. Solomon) 1975. Analyzing the decision making process of the American jury. J. Amer. Statist. Assoc. 70 (350): 305-10. 


  1. 8.Gelfand, A.E. 1976. A comparison of several attribute sampling plans. Naval Res. Logistics Quart. 23 (3): 513-23. 


  1. 9.Gelfand, A.E. (with D.L. Thomas) 1976. Discrimination between the binomial and hypergeometric models. Commun. in Statist. 5 (3): 225-40. 


  1. 10.Gelfand, A.E. (with C.C. Walker) 1977. The distribution of cycle lengths in a class of abstract systems. Internat. J. General Syst. 2 (4): 39-46. 


  1. 11.Gelfand, A.E. (with H. Solomon) 1977. Considerations in building jury behavior models. Jurimetrics Journal 17 (4): 292-314. 


  1. 12.Gelfand, A.E. 1977. Are 6-member juries really as good as 12-member juries? Trial Magazine 13 (2): 41-43. 


  1. 13.Gelfand, A.E. 1977. Toward characterizing Boolean transformations. Proceedings of the Society for General Systems Research (February), pp. 111-16. 


  1. 14.Gelfand, A.E. (with H. Solomon) 1977. Rejoinder to "On the Effect of Jury Size." J. Amer. Statist. Assoc. 72 (359): 536-37. 


  1. 15.Gelfand, A.E. (with H. Solomon) 1977. An argument in favor of 12-member juries. Modeling the Criminal Justice System. Sage Criminal Justice System Annals, Sage Publications (March), pp. 205-23. 


  1. 16.Gelfand, A.E. (with C.C. Walker) 1978. Managing Complex Systems: An Application of Ensemble Methods in System Theory. Applied General Systems Research, Recent Developments and Trends, G. Klir, ed. New York: Plenum Press. pp. 175-85. 


  1. 17.Gelfand, A.E. (with C.C. Walker) 1978. A model for complex organization with applications to managerial strategy and advertising policy. Proceedings of the Business and Economic Statistics Section. 1978 ASA Meeting, pp. 232-36. 


  1. 18.Gelfand, A.E. (with J.E. Davis) 1978. The jury list in Connecticut: Is the voter registration list truly representative? Connecticut Bar Journal 52 (6): 449-74. 


  1. 19.Gelfand, A.E. (with C.C. Walker) 1978. A system theoretic approach to the management of complex organizations: Management by exception, priority and input span in a class of fixed structure models. Behavioral Science 24: 112-20. 


  1. 20.Gelfand, A.E. (with W.R. Stephenson) 1979. A model for precedential value of appellate court decisions. Proceedings of the Social Statistics Section. 1979 ASA Meeting, pp. 559-63. 


  1. 21.Gelfand, A.E. 1980. Statistics in Archaeology. In: Encyclopedia of Statistical Sciences, Vol. I. John Wiley & Sons, Inc., pp. 118-22. 


  1. 22.Gelfand, A.E. (with C.C. Walker) 1980. A system theoretic approach to the management of complex organizations: Management by consensus and its interaction with other management strategies. Behavioral Science 25 (4): 250-60. 


  1. 23.Gelfand, A.E. (with P. Shuchman) 1980. Can judges select cases of "No Precedential Value"? Emory Law Review 29: 193-228. 


  1. 24.Gelfand, A.E. 1981. An estimation problem for Poisson processes. Australian Journal of Statistics 23 (2): 1-8. 


  1. 25.Gelfand, A.E. (with C.C. Walker) 1982. On the character of and distance between states in a binary switching net. Biological Cybernetics 43: 79-86. 


  1. 26.Gelfand, A.E. 1982. A behavioral summary for completely random nets. Bull. Math. Biol.- 44 (3): 309-20. 


  1. 27.Gelfand, A.E. (with P. Cattin and J. Danes) 1983. A simple Bayesian procedure for estimation in a conjoint model. J. of Marketing Research, Vol. XX, pp. 29-35. 


  1. 28.Gelfand, A.E. 1983. Estimation in noncentral distributions. Commun. in Statist. 12 (4): 463-475. 


  1. 29.Gelfand, A.E. (with W.R. Stephenson) 1984. An examination of U.S. appellate court opinions. Proceedings of the Second Workshop on Law and Justice Statistics. Washington, D.C. pp. 37-45. 


  1. 30.Gelfand, A.E. 1984. On attribute importance and relative market shares in conjoint analysis. Proceedings of the Business and Economics Statistics Section, 1984 ASA Meeting, pp. 243-248. 


  1. 31.Gelfand, A.E. (with P. Cattin) 1985. A new non-metric conjoint method: some preliminary results. Proceedings of the Association for Consumer Research. 


  1. 32.Gelfand, A.E. 1986. Review of "An Economic Analysis of Crime" by P. Schmidt and A. Witte, JASA 81 pp. 250-251. 


  1. 33.Gelfand, A.E. 1986. Review of "Prediction in Criminology" by D.P. Farrington and R. Tarling, JASA 81 pp. 872-873. 


  1. 34.Gelfand, A.E. 1987. Review of "Statistical Methods in Discrimination Litigation" by D.H. Kaye and M. Aicken, Jurimetrics 27, 3 pp. 325-327. 


  1. 35.Gelfand, A.E. 1987. Reconsidering Inference in Conjoint Analysis Proceedings of ASA Business and Economics Section pp. 135-141. 


  1. 36.Gelfand, A.E. 1987. Mean Square Error Behavior for Prediction in Linear Regression, Communications in Statistics 16 (6) pp. 1717-1724. 


  1. 37.Gelfand, A.E. 1987. Estimation in Parametric Mixture Families: In Contributions to the Theory and Application of Statistics, pp. 379-396. 


  1. 38.Gelfand, A.E. 1988. Estimation of a Restricted Variance Ratio, Proceedings of 2nd International Tampere Conference in Statistics pp. 457-466. 


  1. 39.Gelfand, A.E. (with D.K. Dey) 1988. On the Estimation of Variance Ratios, Journal of Statistical Planning and Inference. 19 pp. 121-131. 


  1. 40.Gelfand, A.E. (with D.K. Dey) 1988. Improved Estimation of a Disturbance Variance, Journal of Econometrics, 39 pp. 387-395. 


  1. 41.Gelfand, A.E. (with A. Das Gupta and D. K. Dey) 1988. A new admissibility theorem with 

applications to estimation of survival and hazard rates and means in the scale parameter

family.  Sankhya, A 50(2) pp. 269-281. 


  1. 42.Gelfand, A.E. (with D.K. Dey) 1988. Improved Estimation of Variance Components in Mixed Models. Commun. in Statistics A, 17: pp. 3313-3331. 


  1. 43.Gelfand, A.E. (with S. Leeds) 1989. Estimation for Dirichlet Mixed Models. Naval Research Logistics Quart. 36 (2) pp. 197-214. 


  1. 44.Gelfand, A.E. (with B. Carlin) 1989. Approaches for Empirical Bayes Confidence Intervals for a Vector of Exponential Scale Parameters, Computing Science and Statistics Interface 1988 ASA, pp. 485-498. 


  1. 45.Gelfand, A.E. (with D.K. Dey) 1990. Improved Estimation of a Patterned Covariance Matrix, Journal of Multivariate Analysis, Vol. 31, pp. 107-116. 


  1. 46.Gelfand, A.E. (with S.R. Dalal) 1990. A note on Overdispersed Exponential Families, Biometrika  77, pp. 55-64. 


  1. 47.Gelfand, A.E. (with B. Carlin) 1990. Approaches for Empirical Bayes Confidence Intervals, Journal Amer. Stat. Assoc. 85, pp. 105-114. 


  1. 48.Gelfand, A.E. (with A.F.M. Smith) 1990.  Sampling Based Approaches to Calculating Marginal Densities,  Journal Amer. Stat. Assoc., 85, 398-409.  [Reprinted in “Breakthroughs in Statistics”]. 


  1. 49.Gelfand, A.E. (with S. Hills, A. Racine-Poon and A.F.M. Smith) 1990. Illustration of Bayesian Inference in Normal Data Models Using Gibbs Sampling.  Journal Amer. Stat. Assoc., 85, 972-985. 


  1. 50.Gelfand, A.E. (with B. Carlin) 1990.  A Sample Reuse Method for Accurate Parametric Empirical Bayes Confidence Intervals,  Journal Royal Stat. Soc., Ser. B 53, 189-200.   


  1. 51.Gelfand, A.E. (with D.K. Dey) 1990.  On measuring Bayesian robustness of contaminated classes of priors.  Statistics and Decisions 9, 63-80. 


  1. 52.Gelfand, A.E. (with A.F.M. Smith) 1991.  Gibbs sampling for marginal posterior expectations.  Communications in Statistics, Theory and Methods, 20 (5 and 6), 1747-1766. 


  1. 53.Gelfand, A.E. (with L. Kuo) 1991.  Nonparametric Bayesian bioassay including ordered polytomous response.  Biometrika, 78, 657-666.  


  1. 54.Gelfand, A.E. (with B. Carlin) 1991.  An iterative Monte Carlo method for non-conjugate Bayesian analysis.  Statistics and Computing 1, 119-128. 


  1. 55.Gelfand, A.E. (with J. Wakefield, A.F.M. Smith) 1992.  Efficient computation of random variates via the ratio-of-uniforms method.  Statistics and Computing, 1, 129-133. 


  1. 56.Gelfand, A.E. (with B. Carlin, A.F.M. Smith) 1992.  Hierarchical Bayesian analysis of change point problems.  Applied Statistics, 41, 389-405. 


  1. 57.Gelfand, A.E. (with B. Crabtree, S. Zyzanski, W.L. Miller, P.J. O'Connor, D. Winsemius) 1992.  Data analysis in primary care research:  log linear models.  Family Medicine, 24, 145-151. 


  1. 58.Gelfand, A.E. (with J. Glaz, L. Kuo, T-M. Lee) 1992.  Inference for the maximum cell probability under multinomial sampling.  Naval Research Logistics, 39, 97-114. 


  1. 59.Gelfand, A.E. (with B. Carlin) 1992.  Bayesian inference for hard problems using the Gibbs sampler.  In:  Computing Science and Statistics Interface 1990, eds. C. Page, R. LePage, Springer-Verlag, New York, 29-37. 


  1. 60.Gelfand, A.E. (with A.F.M. Smith) 1992.  Bayesian statistics without tears:  a sampling-resampling perspective.  American Statistician, 46, 84-88. 


  1. 61.Gelfand, A.E. (with D. Dey, H. Chang) 1992.  Model determination using predictive distributions with implementation via sampling based methods (with discussion).  Bayesian Statistics 4.  Eds: J. Bernardo et al.  Oxford University Press, 147-167. 


  1. 62.Gelfand, A.E. (with A.F.M. Smith, T-M. Lee) 1992.  Bayesian analysis of constrained parameter and truncated data problems.  Journal Amer. Stat. Assoc., 87, 523-532. 


  1. 63.Gelfand, A.E. (with N. Lange, B. Carlin).  1992.  Hierarchical Bayes models for the progression of HIV infection using longitudinal CD4+ counts (with discussion).  Journal Amer. Stat. Assoc., 87, 615-632. [JASA applications paper of the year]. 


  1. 64.Gelfand, A.E. 1992.  Discussion to "Constrained Monte Carlo maximum likelihood for dependent data", Journal Royal Statistical Society, B, 54, 690-691. 


  1. 65.Gelfand, A.E. 1993.  Discussion to the papers of Smith and Roberts, Besag and Green, and Gilks et al, J. Royal Statistical Society, B, 55, 70-71. 


  1. 66.Gelfand, A.E. 1993.  Discussion to "Inference from Iterative Simulation using Multiple Sequences" and "Practical Markov Chain Monte Carlo", Statistical Science 7, 486-487. 


  1. 67.Gelfand, A.E. (with A. Racine-Poon, A.F.M. Smith. J. Wakefield) 1993.  Bayesian analysis of population models using the Gibbs sampler, Applied Statistics (43, 201-221). 


  1. 68.Gelfand, A.E. 1993.  Discussion to "Approximate Bayesian Inference with the Weighted  Likelihood Bootstrap", J. Royal Statistical Society B 56, 36-37. 


  1. 69.Gelfand, A.E. (with B. Carlin) 1993.  Maximum likelihood estimation for constrained or missing data models, Canadian Journal of Statistics 21, 303-311. 


  1. 70.Gelfand, A.E. (with B. Carlin) 1993.  Parametric likelihood inference for record breaking problems, Biometrika 80, 507-515. 


  1. 71.Gelfand, A.E. (with C. Yiannoutsos) 1993.  Subgraph approximations for large directed graphical models, Statistical Decision Theory & Related Topics V, Eds. J. Berger and S. Gupta, Springer-Verlag, New York, 441-452. 


  1. 72.Gelfand, A.E. (with D. Dey) 1994.  Bayesian model choice:  asymptotic and exact calculations, Journal Royal Statistical Society B 56, 501-514. 


  1. 73.Gelfand, A.E. (with B. Mallick) 1994.  Generalized linear models with unknown link function, Biometrika 81, 237-245. 


  1. 74.Gelfand, A.E. (with J. Pai, N. Ravishanker) 1994.  Bayesian analysis of concurrent time series with application to regional IBM revenue data.  Journal of Forecasting  13, 463-479. 


  1. 75.Gelfand, A.E. (with B. Mallick) 1995. Discussion to "Assessment and Propagation of Model Uncertainty", J. Royal Stat. Soc. B 57, 82-83. 


  1. 76.Gelfand, A.E. (with S. Sahu) 1995.  On Markov chain Monte Carlo acceleration.  Journal of Computational and Graphical Statistics 3, 261-276. 



  1. 77.Gelfand, A.E. (with B. Mallick, D. Dey) 1995.  Modeling expert opinion:  likelihoods under incomplete probabilistic specification.  J. Amer Statist. Assoc. 90, 598-604. 


  1. 78.Gelfand, A.E. (with B. Mallick) 1995.  Bayesian analysis of semiparametric proportional hazards models.  Biometrics, 51, 843-852 . 


  1. 79.Gelfand, A.E. 1995.  Model Determination Using Sampling-Based Methods, In: Markov Chain         Monte Carlo In Practice, Eds. W. Gilks, S. Richardson and D. Spiegelhalter, Chapman Hall, London, 145-161. 


  1. 80.Gelfand, A.E. (with B.P. Carlin) 1995.  Comment on "Bayesian Computation and Stochastic Systems".  Statistical Science 10, 43-46. 


  1. 81.Gelfand, A.E. (with S. Sahu and B. Carlin) 1995. Efficient Parametrization for Normal Linear Mixed Effects Models, Biometrika 82, 479-488. 


  1. 82.Gelfand, A.E. (with J. Marriott, N. Ravishanker, J. Pai) 1995. Bayesian analysis of ARMA processes:  complete sampling based inference under exact likelihoods, Bayesian Statistics and Econometrics: Essays In Honor of Arnold Zellner, D. Berry, K. Chaloner and J. Geweke, Eds., J. Wiley and Sons, New York, 241-256. 


  1. 83.Gelfand, A.E. (with S. Mukhopadhyay) 1995.  On Nonparametric Bayesian Inference for the Distribution of a Random Sample, Canadian Journal of Statistics, 23, 411-420. 


  1. 84.Gelfand, A.E. 1996.  Discussion to "Empirical methods for combining likelihoods", J. Amer. Statist. Assoc., 91, 551-552. 


  1. 85.Gelfand, A.E. (with B. Mallick) 1996.  Semiparametric Errors in Variables Models; A Bayesian Approach.  J. Stat. Planning and Inference, 52, 307-321. 


  1. 86.Gelfand, A.E. (with J. Sfiridis) 1996.  Bayesian Analysis of Financial Event Study Data.  Advances in Econometrics, 11, 25-62. 


  1. 87.Gelfand, A.E. (with S. Sahu and B. Carlin) 1996.  Efficient Parametrization for Generalized Linear Mixed Models. Bayesian Statistics 5 Eds J. Bernardo, et al.  Clarendon Press, Oxford, 165-180. 


  1. 88.Gelfand, A.E. (with P. Vlachos) 1996.  Issues in Bayesian Clinical Trial Design for Categorical Endpoint Models, In: Proceedings of the Biometrics Section, 1995 ASA Meeting.  


  1. 89.Gelfand, A.E. 1997.  Gibbs Sampling, In: Encyclopedia of Statistical Sciences (update), Eds. J. Kotz, C. Read, D. Banks, J. Wiley and Sons, New York, 283-291. 


  1. 90.Gelfand, A.E. (with S. Mukhopadhyay) 1997.  Dirichlet Process Mixed Generalized Linear Models, J. Amer. Statist. Assoc., 92, 633-639. 


  1. 91.Gelfand, A.E. (with L. Waller, B.P. Carlin and H. Xia) 1997.  Hierarchical Spatio-temporal Mapping of Disease Rates.  J. Amer. Statist. Assoc., 92, 607-617. 


  1. 92.Gelfand, A.E. (with B.K. Mallick and W. Polasek) 1997.  Broken Biological Size Relationships: A Censored Semiparametric Regression Approach with Measurement Error.  Journal of the American  Statistical Association, 92, 836-845. 


  1. 93.Gelfand, A.E. (with M.D. Ecker) 1997. Bayesian Variogram Modeling for an Isotropic Spatial Process.  Journal of Agricultural, Biological and Environmental Statistics 2, 347-369. 


  1. 94.Gelfand, A.E. (with D. Dey, F. Peng) 1997.  Overdispersed Generalized Linear Models.  Journal of Statistical Planning and Inference 64, 93-107. 


  1. 95.Gelfand, A.E. (with S.K. Ghosh) 1998.  Model Choice: A Minimum Posterior Predictive Loss Approach.  Biometrika 85, 1-11. 


  1. 96.Gelfand, A.E. (with S.K. Ghosh, J. Knight and C.F. Sirmans) 1998.  Spatio-temporal modeling of residential sales markets, J. Business & Economic Stat. 16, 312-321. 


  1. 97.Gelfand, A.E. (with S.K. Ghosh) 1998.  A Latent Risk Approach for Modeling Individual Level Data Consisting of Multiple Event Times.  Journal of Statistical Research 32, 23-39. 


  1. 98.Gelfand, A.E. (with S.K. Ghosh, J. Knight and C.F. Sirmans) 1998.  Analyzing Real Estate Data Problems Using the Gibbs Sampler.  Real Estate Economics 26, 469-492. 


  1. 99.Gelfand, A.E. (with S.K. Ghosh) 1998.  Latent Waiting Time Models for Bivariate Event Times with Censoring.  Sankhya B 60, 31-47. 


  1. 100.Gelfand, A.E. (with B.P. Carlin and J.B. Kadane) 1998.  Approaches for Optimal  Sequential Decision Analysis in Clinical Trials.  Biometrics 54, 964-975. 


  1. 101.Gelfand, A.E. (with P.K. Vlachos) 1998.  Nonparametric Bayesian Group Sequential Design.  In: Practical Nonparametric and Semiparametric Bayesian Statistics, Eds:  D. Dey, P. Mueller and D. Sinha, Springer Verlag Lecture Notes 133.  115-132. 


  1. 102.Gelfand, A.E. (with D. Dey, T. Swartz and P. Vlachos) 1998.  Simulation Based Model Checking for Hierarchical Models., Test 7, 325-346. 


  1. 103.Gelfand, A.E. 1998. Approaches to Semiparametric Bayesian Regression.  In Asymptotics, Nonparametrics and Time Series, Editor: Subir Ghosh. Marcel Dekker, Inc., New York 615-638. 


  1. 104.Gelfand, A.E. (with M.D. Ecker) 1999. Modeling and Inference for Geometrically Anisotropic Spatial Data. Mathematical Geology 31, 67-83. 


  1. 105.Gelfand A.E. (with S. Sahu) 1999. Gibbs Sampling, Identifiability and Improper Priors in Generalized Linear Mixed Models. Journal American Statistical Association 94, 247-253. 


  1. 106.Gelfand, A.E. (with M. Ghosh) 2000.  Generalized Linear Models: A Bayesian View In: Generalized Linear Models: A Bayesian Perspective, Eds: D.K. Dey, M. Ghosh and S. Ghosh, Marcel Dekker Press, 3-22. 


  1. 107.Gelfand, A.E. (with N. Ravishanker and M.D. Ecker) 2000.  Modeling and Inference for Binary Spatial Data.  In:  Generalized Linear Models: A Bayesian Perspective, Eds: D.K. Dey, M. Ghosh and S. Ghosh, Marcel Dekker Press 373-386. 


  1. 108.Gelfand, A.E. (with F. Wang) 2000. Modeling the Cumulative Risk for a False Positive Under Repeated Screening Events.  Statistics In Medicine 19, 1865-1879. 


  1. 109.Gelfand, A.E. (with S.K. Ghosh, C. Christiansen, S.B. Soumerai and T.J. McLaughlin) 2000.  Proportional Hazards Models: A Latent Risks Approach.  Applied Statistics 49, 385-397. 


  1. 110.Gelfand, A.E. (with M.D. Ecker, C. Christiansen, S.B. Soumerai and T.J. McLaughlin) 2000.  Conditional Categorical Response Models with Application to Treatment Compliance for and Survival of AMI Patients.  Applied Statistics 49, 171-186. 


  1. 111.Gelfand, A.E. (with A.Mugglin and B.P. Carlin) 2000.  Fully Model Based Approaches for Misaligned Spatial Data.  Journal American Statistical Association 95, 877-887. 


  1. 112.Gelfand, A.E. (with P. Vounatsou and T. Smith) 2000.  Modeling of Multinomial data with latent structure: application to geographical mapping of human gene and haplotype frequencies.  Biostatistics 1, 177-189. 


  1. 113.Gelfand, A.E. 2000. Gibbs Sampling.   Journal of the American Statistical Association, 95, 1300-1304.  (Reprinted in Statistics In The 21st Century, Edited by A.E. Raftery, M.A. Tanner and M.T. Wells, Chapman and Hall/CRC 2001, 341-350). 


  1. 114.Gelfand, A.E. 2000. (with C.L. Christiansen, F. Wang, M.B. Barton, W. Kreuter, J.G. Elmore and S.W. Fletcher). Predicting the Cumulative Risk of False Positive Mammograms.  Journal National Cancer Institute, 92, 1657-1666. 

  1. 115.Gelfand, A.E. 2000. Discussion to “Bayesian Backftting”.  Statistical Science, 15, 217-18. 


  1. 116.Gelfand, A.E. (with S. Banerjee and W. Polasek) 2000. Geostatistical Modeling for Spatial Interaction Data with Application to Postal Service Performance.  Journal of Statistical Planning and Inference, 90, 87-105. 


  1. 117.Gelfand, A.E. (with A. Kottas) 2001. Nonparametric Bayesian Modeling for Stochastic Order.         Annals of the Institute of Statistical Mathematics 53, 865-876. 


  1. 118.Gelfand, A.E. (with B.P. Carlin and M. Trevisani) 2001.  On Computation using Gibbs Sampling for Multilevel Models.  Statistica Sinica 11, 981-1003. 


  1. 119.Gelfand, A.E. (with L. Zhu and B.P. Carlin) 2001.  On The Change of Support Problem for Spatio-Temporal Data. Biostatistics  2, 31-45. 


  1. 120.Gelfand, A.E. (with B.P. Carlin and L. Zhu) 2001.  Accommodating Scale Misalignment In Spatio-Temporal Data, In: Bayesian Methods with Applications to Science, Policy and Official Statistics, p. 81-90. 


  1. 121.Gelfand, A.E. (2001) Gibbs Sampling In: Statistics In the 21st Century.  Eds: A.E. Raftery, M.A. Tanner, M.T. Wells, Chapman Hall/CRC, Boca Raton 341-349. 


  1. 122.Gelfand, A.E. (with A. Kottas) 2001.  Bayesian Semiparametric Median Regression Modeling.  Journal American Statistical Association  96, 1458 - 1468. 


  1. 123.Gelfand, A.E.  (with A. Kottas) 2001  Modeling Variability Order: A Semiparametric Bayesian Approach.  Methodology and Computing In Applied Probability. 3, 427-442. 


  1. 124.Gelfand, A.E. (with A. Kottas) 2002.  A Computational Approach for Full Nonparametric Bayesian Inference in Single and Multiple Sample Problems.  Journal of Computational and Graphical Statistics 11, 289-305. [JCGS Special Paper]. 


  1. 125.Gelfand, A.E. (with D. Agarwal and J. Silander) 2002.  Investigating Tropical Deforestation Using Two Stage Spatially Misaligned Regression Models.  Journal Agricultural, Biological and Environmental Statistics 7, 420-439. 


  1. 126.Gelfand, A.E. (with Carlin, B.P., Mugglin, A.S., and Zhu, L.) 2002.  Modeling spatio-temporally misaligned areal and point process environmental data.  In: Quantative Methods for Current Environmental Issues.  Eds: C. Anderson, et. al. London, Springer Verlag 3-35. 


  1. 127.Gelfand, A.E. 2002.  Bayesian Computation, Encyclopedia of Environmetrics.  Eds: A.H. El-Shaarawi and W.W. Piegorsch, Vol. 1 p. 150-151. 


  1. 128.Gelfand, A.E. 2002.  Bayesian Methods and Modeling, Encyclopedia of Enviromentrics.  Eds: A.H. El-Shaarawi and W. W. Piegorsch, Vol. 1, P. 155-160. 


  1. 129.Gelfand, A.E. (with S. Banerjee) 2002.  Prediction, Interpolation and Regression for Spatially Misaligned Data Points. Sankhya  64, 227-245. 


  1. 130.Gelfand, A.E. (with D. Agarwal and S. Pousty) 2002. Zero-Inflated Regression Models for Spatial Count Data.  Environmental and Ecological Statistics  9, 341-355. 


  1. 131.Gelfand, A.E. (with M. Branco and A. Kottas) 2002. Nonparametric Bayesian modeling approach for Cytogenetic Dosimetry.  Biometrics  58, 593-600. 


  1. 132.Gelfand, A.E. (with F. Wang) 2002. A Simulation Based Approach to Sample Size  

Determination under a Given Model and for Separating Models. Statistical Science  17,



  1. 133.Gelfand, A.E. (with M. Trevisani) 2002. Discussion to “Bayesian Measures of Model Complexity and Fit”. Journal of the Royal Statistical Society, B., 631. 


  1. 134.Gelfand, A.E. (with M. Haran, B.P. Carlin, J.L. Adgate, G. Ramchandran and L.A. Waller) 2002 Hierarchical Bayes Models for Relating Particulant Matter Exposure Measures.  Case Studies in Bayesian Statistics, Volume XI , eds: C. Gatsonis, et al.  Springer-Verlag, New York, 239-257. 


  1. 135.Gelfand, A.E. (with J.M. Clapp,  H-J Kim) 2002. Spatial Prediction of House Prices Using LPR and Bayesian Smoothing.  Real Estate Economics  30. 


  1. 136.Gelfand, A.E. (with J. Sfiridis) 2002. A Survey of Sampling-based Bayesian Analysis for Financial Data. Applied Mathematical Finance  9, 273-290. 


  1. 137.Gelfand, A.E. (with P. Vounatsou) 2002. Proper Multivariate Conditional Autoregressive Models for Spatial Data Analysis.  Biostatistics 4, 11-25. 


  1. 138.Gelfand, A.E.  2003 Discussion to “Noncentral Parameterizations for Hierarchical Models and Data Augmentation” In Bayesian Statistics 7, Eds: J. Bernardo, et al. 321-322. 


  1. 139.Gelfand, A.E. 2003 Some comments on model criticism. In: Highly Structured Stochastic Systems. Eds: P.J. Green, N.L. Hjort and S. Richardson, Oxford University Press, Oxford 449-453. 


  1. 140.Gelfand, A.E. (with M.D. Ecker) 2003. Spatial Modeling and Prediction Under Range Anisotropy. Environmental and Ecological Statistics. 10, 165-178. 


  1. 141.Gelfand, A.E. (with P. Vlachos) 2003.  On the Calibration of Bayesian Model Choice Criteria. Journal of Statistical Planning and Inference  111,223-234. 


  1. 142.Gelfand, A.E.  (with P. Vounatsou and T. Smith) 2003.  Spatial modeling of gene frequencies in the presence of undetectable alleles.  Journal of Applied Statistics  30, 49-62. 

  1. 143.Gelfand, A.E. (with A.M. Schmidt) 2003.  A Bayesian Coregionalization Approach for Multivariate Pollutant Data, Journal of Geophysical Research - Atmosphere 108, D24, 8783. 


  1. 144.Gelfand, A.E. (with S. Banerjee) 2003. On Smoothness Properties of Spatial Processes, Journal of Multivariate Analysis 84, 85-100. 


  1. 145.Gelfand, A.E. (with R. Fu, K. Holsinger) 2003. Exact Moment Calculations for Genetic Models, Journal of Theoretical Population Biology 63, 231-243. 


  1. 146.Gelfand A.E. (with L. Zhu, and B.P. Carlin) 2003.  Hierarchical Regression with Misaligned Spatio Temporal Data: Relating ambient ozone and pediatric asthma ER visits in Atlanta.  Envirometrics 14, 537-557. 


  1. 147.Gelfand A.E. (with H-.J. Kim, C.F. Sirmans and S. Banerjee) 2003. Spatial Modeling with Spatially Varying Coefficient Processes. Journal of the American Statistical Association 98, 387-396. 


  1. 148.Gelfand, A.E. (with S. Banerjee and C.F. Sirmans) 2003. Directional Rates of Change under Spatial Process Models. Journal of the American Statistical Association 98, 946-954. 


  1. 149.Gelfand, A. E. (with A. Kottas) 2003. Bayesian Semiparametric Regression for Median Residual Life. Scandinavian Journal of Statistics  30, 651-665. 


  1. 150.Gelfand, A.E. (with M. Trevisani) 2003. Inequalities between Expected Marginal Log Likelihoods with Implications for Likelihood-based Model Comparison. Canadian Journal of Statistics 31, 239-250. 


  1. 151.Gelfand, A.E. (with M.D. Ecker, J.R. Knight and C.F. Sirmans) 2004. The Dynamics of Location In Home Price.  Journal of Real Estate, Finance, and Economics 29,149-166. 


  1. 152.Gelfand, A.E. (with S. Banerjee, J.R. Knight and C.F. Sirmans) 2004.  Nonstationary Spatial Modeling through Normalized Distance-Weighted Sums of Stationary Processes.  Journal of Business and Economic Statistics 22, 206-213. 


  1. 153.Gelfand, A.E. (with A.M. Latimer, J.A. Silander, Jr., A.G. Rebelo and D.M. Richardson) 2004. Quantifying threats to biodiversity from invasive alien plants and other factors: a case study from the Cape Floristic Region. South African Journal of Science, 100, 81-86. 


  1. 154.Gelfand, A.E. 2004. Discussion to: Statistical Research: Some Advice for Beginners, The American Statistician 58, 197-199. 


  1. 155.Gelfand, A.E. (with A. Majumdar, and S. Banerjee) 2004. Spatio-temporal Change Point Modeling. Journal Statistical Planning and Inference 130, 1-2, 149-166. 

  1. 156.Gelfand, A.E. (with A.M. Schmidt, S. Banerjee, and C.F. Sirmans) 2004.  Nonstationary Multivariate Process Modelling through Spatially Varying Coregionalization (with discussion), TEST 13, 2, 1-50. 


  1. 157.Gelfand, A.E. (with J.A. Silander, Jr., S. Wu, A. Latimer, P.O. Lewis, A.G. Rebelo and M. Holder) 2005. Explaining Species Distribution Patterns through Hierarchical Modeling, Bayesian Analysis 1, 1, 41-92. 


  1. 158.Gelfand, A.E. (with A.M. Schmidt, S. Wu, J.A. Silander, A. Latimer and A.G. Rebelo) 2005. Explaining Species Diversity through Species Level Hierarchical Modeling. Applied Statistics 54, 1-20. 


  1. 159.Gelfand, A.E. (with S. Banerjee and D. Gamerman) 2005. Spatial Process Modelling for Univariate and Multivariate Dynamic Spatial Data, Environmetrics 16, 1-15. 


  1. 160.Gelfand, A.E. (with D. Agarwal) 2005.  Slice Gibbs Sampling for Simulation Based Fitting of Spatial Models. Statistics and Computing 15, 61-69. 


  1. 161.Gelfand, A.E. (with J. Valenti, S. Wu, and C.F. Sirmans) 2005. Apartment Rent Predictions Using Spatial Modeling, Journal of Real Estate Research 27, 1, 105-136. 


  1. 162.Gelfand, A.E. (with D. Agarwal, J. Silander, J. Mickelson and R. Dewar) 2005. Relating Tropical Deforestation and Population Pressure through Spatially Explicit Misaligned Bivariate Regression Models.  Ecological Modelling, 185, 105-131 


  1. 163.Gelfand, A.E. (with M. Short and B.P. Carlin) 2005. Covariate-adjusted Spatial CDF’s for Air Pollutant Data. Journal of Agricultural, Biological and Environmental Statistics,  10, 259-275 


  1. 164.Gelfand, A.E. (with A. Kottas and S.N. Mac Eachern) 2005. Bayesian Nonparametric Spatial Modeling with Dirichlet Process Mixing. Journal of the American Statistical Association , 100, 1021-1035 


  1. 165.Gelfand, A.E. (with S. Sahu) 2005. Discussion to “On Model Expansion, Model Contraction, Identifiability and prior Information: Two Illustrative Scenarios Involving Mis-measured Variables, Statistical Science, 20, 130-131 


  1. 166.Gelfand, A.E. (with P. Paliwal, L. Abraham, W. Barlow and J. Elmore) 2005. Chronological Event Modeling For Screening Mammography. Statistics in Medicine, 24, 267-283 


  1. 167.Gelfand, A.E. (with S. Sahu and D.M. Holland) 2006. Spatio-temporal Modeling for Fine Particulant Matter. Journal of Agricultural, Biological and Environmental Statistics , 10, 259-275 


  1. 168.Gelfand, A.E. (with A. Majumdar, H. Munneke, S. Banerjee and C.F. Sirmans) 2006. Gradients in Spatial Response Surfaces with Application to Urban Land Values, Journal of Business and Economic Statistics 24, 77-90. 


  1. 169.Gelfand, A.E. (with A. Latimer, S. Wu and J.A. Silander, Jr.) 2006. Building Statistical Models to Analyze Species Distributions, Ecological Applications  16, 33-50 


  1. 170.Gelfand, A.E. (with P. Paliwal) 2006. Estimating Measures of Diagnostic Accuracy when some covariate information is missing. Statistics in Medicine, 25, 2981-2993. 


  1. 171.Gelfand, A.E. (with G. Xia and M. L. Miranda) 2006. Approximately Optimal Spatial Design Approaches for Environmental Health Data.  Environmetrics, 17, 363-385   


  1. 172.Gelfand, A.E. (with S. Banerjee) 2006. Curvilinear Boundary Assessment under Spatial Processes Models.  Journal of the American Statistical Association, 101, 1487-1501 


  1. 173.Gelfand, A.E. (with J. Barber and J.A. Silander) 2006. Modeling Map Positional  Error to infer about True  Feature Location.  Canadian Journal of Statistics, 34, 659-676 


  1. 174.Gelfand, A.E. (with M. Guindani) 2006. Smoothness Properties and Gradient Analysis under Spatial Dirichlet Process Models,  Models and Computing in Applied Probability, 8, 159-189 


  1. 175.Gelfand, A.E. (with J.S. Clark) 2006.  A future for models and data in ecology, Trends in Ecology and Evolution , 21,7,375-380  


  1. 176.Gelfand, A.E. (with S. Banerjee, C. F. Sirmans, Y. Tu and S. E. Ong)  2007 Multilevel Modelling Using Spatial Processes: Application to the Singapore Housing Market, Computational Statistics and Data Analysis, 51, 3567-3579 


  1. 177.Gelfand, A.E. (with D.B. Woodard, W.E. Barlow, and J. G. Elmore) 2007. Performance Assessment for Radiologists Interpreting Screening Mammography, Statistics and Medicine, 26, 1532-1551 


  1. 178.Gelfand, A.E. (with A. Majumdar) 2007.  Multivariate Spatial Process Modeling  

            Using Convolved Covariance Functions, Mathematical Geology, 79, 225-245


  1. 179.Gelfand, A.E. (with M. Guindani and S. Petrone) 2007. Bayesian nonparametric modeling for spatial data analysis using Dirichlet processes (with discussion), Bayesian Statistics 8, Eds: Bernardo, J., et al., Oxford University Press, 175-200 


  1. 180.Gelfand, A.E. (with J. Barber) 2007. Hierarchical Spatial Modeling for Estimation of Population  Size. Environmental and Ecological Statistics, 14, 193-205 


  1. 181.Gelfand, A.E. (with J. Duan and M. Guindani) 2007 Generalized Spatial Dirichlet Process Models. Biometrika , 94, 809-825 


  1. 182.Gelfand, A.E. (with S. Bhattacharya and K. Holsinger) 2007. Model Fitting and Inference Under Latent Equilibrium Processes, Statistics and Computing, 17, 193-208 


  1. 183.Gelfand, A.E. (with S.K. Sahu and D.M. Holland) 2007. High-Resolution Space-time Ozone Modeling for Assessing Trends, Journal of the American Statistical Association, 102, 1221-1234 


  1. 184.Gelfand, A.E. (with A. Rappold and D.M. Holland) 2008 Understanding Mercury Deposition Through Latent Space-time Processes, Journal of the Royal Statistical Society, Series C , 2, 187-205 


  1. 185.Gelfand, A.E. (with A. Kottas and J. Duan)  2008 Spatial and Spatio-temporal Dirichlet Process Mixtures with Application to Modeling Disease Incidence Data., Biometrical Journal, 50, 29-42 


  1. 186.Gelfand, A.E. (with A.Rodriguez and D. Dunson) 2008 Nested Dirichlet Processes, Journal of the American Statistical Association, (JASA Theory and Methods paper of the year, with discussion), 1131-1154 


  1. 187.Gelfand, A. E.  (with S. Banerjee, A. O. Finley and H. Sang} 2008 Gaussian Predictive Process Models for Large Spatial Datasets,  Journal of the Royal Statistical Society, B, 70, 4, 825-848 


  1. 188.Gelfand, A.E. (with H. Sang, C. Lennard, G. Hegerl and B. Hewitson) 2008 Interpreting Self Organizing Maps Through Space-time Data Models. Annals of Applied Statistics, 2, 1194-1216 


  1. 189.Gelfand, A.E. (with G. Puggioni and J. G.  Elmore) 2008 Joint Modeling of Sensitivity and Specificity, Statistics and Medicine, 27, 1745-1761 


  1. 190.Gelfand, A.E. (with A. Rodriguez and D. Dunson) 2009 Nonparametric Functional Data Analysis through Bayesian Density Estimation  Biometrika, 96, 149-162 


  1. 191.Gelfand, A.E. 2009  Discussion to  “Approximate Bayesian inference for latent Gaussian models by using integrated nested Laplace approximations”  H. Rue, S. Martino and N. Chopin, Journal of the Royal Statistical Society, B, 71, 368-369  


  1. 192.Gelfand, A.E. (with H. Sang) 2009 Hierarchical Modeling for Extreme Values Observed over space and time, Environmental and Ecological Statistics, 16, 407-426 


  1. 193.Gelfand, A.E. (with A. Finley, H. Sang, and S. Banerjee) 2009  Improving the Performance of Predictive Process Modeling for Large Datasets, Computational Statistics and Data Analysis, 53, 2873-2884 


  1. 194.Gelfand, A.E. (with S. Petrone and M. Guindani) 2009 Hybrid Dirichlet Processes for Functional Data, Journal of the Royal Statistical Society – B, 71, 755-782 


  1. 195.Gelfand, A.E. (with A. M. Wilson, A.E. Latimer, J.A. Silander, Jr., H. de Klerk)  2009. Modeling Wildfire in a Mediterranean biodiversity hotspot: implications of weather variability and global circulation, Ecological Modelling,  221, 106-112 


  1. 196.Gelfand, A.E. (with S. Liang and B.P. Carlin) 2009. Analysis of Marked Point Patterns with Spatial and Nonspatial Covariate Information, Annals of Applied Statistics, 3, 943-962 


  1. 197.Gelfand, A.E. (with J. Duan and C.F. Sirmans) 2009. Space-time Point Process Model Using Differential Equations with Application to Urban Development, Bayesian Analysis, 4,4, 733-758 


  1. 198.Gelfand, A.E. (with V.J.  Berrocal and D. M. Holland) 2010. A Spatio-temporal Downscaler for Output from Numerical Models, Journal of Agricultural, Biological and Environmental Statistics, 14, 176-197  (Best paper in JABES, 2010-11 Award) 


  1. 199.Gelfand, A.E. (with G.Puggioni) 2010. Analyzing Space-time Sensor Network Data under Suppression and Failure in Transmission, Statistics and Computing, 20, 4, 409-419 


  1. 200.Gelfand, A.E. (with S. Banerjee) 2010.  Modeling Spatial Gradients on Response Surfaces, In: Frontiers of Statistical Decision Making and Bayesian Analysis, Eds: M-H. Chen, D.K. Dey, P. Mueller, D. Sun, K. Ye, Springer: New York, 467-483 


  1. 201.Gelfand, A.E. (with S.K. Sahu and D.M. Holland) 2010. Fusing Point and Areal Level Space-time Data with Application to Wet Deposition, Journal of the Royal Statistical Society - C , 59,1, 77-103 


  1. 202.Gelfand, A. E. (with E. Tassone and M.L.Miranda) 2010. Disaggregated Spatial Modeling for Areal Unit Categorical Data, Journal of the Royal Statistical Society - C (Applied Statistics) 59, 175-190 


  1. 203.Gelfand, A.E. (with A. Chakraborty) 2010. Measurement Error in Spatial Point Patterns, Bayesian Analysis, 5,1, 97-122 


  1. 204.Gelfand, A.E. (with A. Rodriguez and D. Dunson) 2010. Latent Stickbreaking Processes, Journal of the American Statistical Association, 105, 647-659 


  1. 205.Gelfand, A.E. (with S.K. Sahu) 2010. Combining monitoring data and computer model output in assessing environmental exposure.  In: Handbook of Applied Bayesian Analysis. Eds: A. O'Hagan and M. West.  Oxford University Press, 482-510 


  1. 206.Gelfand, A.E. (with A. Chakraborty, J.A. Silander, Jr., A.M. Latimer, A.M. Wilson)  2010 Modeling   Large Scale Species Abundance  through Latent Spatial Processes, Annals of Applied  Statistics, 4, 3, 1403-1429 


  1. 207.Gelfand, A.E. (with G.K. Swamy, S. Edwards, and M.L. Miranda) 2010 

             Maternal Age, Birth Order and Race:  Differential Effects on Birthweight. Journal of

             Epidemiology and Community Health, 2010 Nov 15, doi:10.1136/jech.2009.088567


  1. 208.Gelfand, A.E. (with S. Schwartz, M.L. Miranda, and G. Swamy) 2010 Joint  

             Bayesian   analysis of Birthweight and Censored Gestational Age using Finite

             Mixture Models, Statistics in Medicine, 29(16), 1710-1723

  1. 209.Gelfand, A.E. (with V.J. Berrocal and D.M. Holland) 2010 A bivariate downscaler under space and time misalignment.   Annals of Applied Statistics, 4, 1942-1975 


      210.           Gelfand, A.E. (with M.L. Miranda,  G. Swamy, S.Edwards, P. Maxson, S. James)

             2010. Disparities in Maternal Hypertension and Pregnancy Outcomes: Evidence

             from North Carolina, 1994-2003,  Public Health Reports, July/August 125(4), 579-587


  1. 211.Gelfand, A.E. (with H. Sang) 2010. Continuous Spatial Process Models for  

             Spatial Extreme Values, Journal of Agricultural, Biological, and Environmental

             Statistics, 15, 49-65


  1. 212.Gelfand, A.E. (with V.J. Berrocal, M.L.Miranda, D.M. Holland, J. M. Burke) 2011. On the Use of a PM2.5 Exposure Simulator to Explain Birthweight, Environmetrics, 22,  

             553- 571


  1. 213.Gelfand, A.E. (with X-L.  Nguyen) 2011 The Dirichlet Labeling Process for Functional Data Analysis, Statistica Sinica, 21, 1249-1289          


  1. 214.Gelfand, A.E. (with A. M. Wilson, J.A. Silander, Jr., J.H. Glenn)  2011 Scaling up: linking field data and remote sensing with a hierarchical model, Journal of Geographic 

            Information Science, 25, 509-521


  1. 215.Gelfand, A.E. (with S. Banerjee) 2011 Discussion to “Spatial prediction in the presence of positional errors”, Environmetrics, 22, 130 


  1. 216.Gelfand, A.E. (with M. J. Heaton) 2011 Spatial prediction using kernel  

              averaged predictors, Journal of Agricultural, Biological, and Environmental

              Statistics, 10, 233-252


  1. 217.Gelfand, A.E. (with A. Chakraborty, J. A. Silander, Jr., A. Wilson, and A. Latimer)  

             2011, Point pattern modeling for degraded presence-only data over large regions, Journal    

             of the Royal Statistical Society, Series C (Applied Statistics), 60, 5, 757-776


  1. 218.Gelfand, A.E. (with S.C. Gray and M.L. Miranda). 2011, Hierarchical Spatial  

              Modeling  of   Uncertainty in Air Pollution and Birth Weight Study , Statistics in

              Medicine, 30, 2187-2198


  1. 219.Gelfand, A.E.  (with K. Lum) 2011,  Local linear suppression for wireless sensor network data,  Brazilian Journal of Probability and Statistics, 25,3, 392-405 


  1. 220.Gelfand, A.E. (with R. Anthopolos, S. James, and M.L. Miranda) 2011, A  

              Spatial Measure of Neighborhood Racial Residential Isolation Applied to

              Low Birthweight, Preterm Birth and Birthweight in North Carolina, Spatial and

              Spatio-temporal Epidemiology, 2, 235-246


  1. 221.Gelfand, A. E. (with M.J. Heaton and S. C. Gray) 2011 Process Modeling for  

              Contingency Tables with Ordered Categories, Statistical Modelling, 12(3), 211-228

  1. 222.Gelfand, A.E. (with R. Guha Niyogi, A.O. Finley, and S. Banerjee) 2011  

              Adaptive Gaussian Predictive Process Models for Large Spatial Datasets,

              Environmetrics, 22, 8, 997-1007


  1. 223.Gelfand, A. E. (with D. Kim,  M. L. Miranda, J. Tootoo,  and P. Bradley), 2011 Spatial modeling for Groundwater Arsenic Levels in North Carolina, Environmental Science Technology, 45 (11) 


  1. 224.Gelfand, A.E. (with S. Ghosh and T. Molhave ) 2012 Attaching uncertainty to 

              deterministic spatial interpolations, Statistical Methodology,9,  1-2, 251-264


  1. 225.Gelfand, A.E. (with A. Finley and S. Banerjee) 2012 Bayesian dynamic modeling  

              for large space-time datasets using Gaussian predictive processes.  Journal

              of Geographical Systems, 14, 1, 29-47


  1. 226.Gelfand, A.E. (with S. Banerjee and A. Finley) 2012 Spatial design for knot selection in knot-based dimension reduction models, In: Spatio-temporal design:     Advances in efficient data acquisition, Eds: J. M. Mateu and W. Mueller, J.Wiley and 

              Sons, p.142-169


  1. 227.Gelfand, A. E. (with S. Ghosh, K. Zhu, and J.S. Clark) 2012  The k-ZIG:  

              flexible modeling for zero-inflated counts, Biometrics, 68, 3, 878-885


  1. 228.Gelfand, A.E. (with V.J. Berrocal and D.M. Holland) 2012 Space-time data fusion  

              under  error in computer model output: an application to modeling air

              quality.      Biometrics, 68, 3, 837-848


  1. 229.Gelfand, A.E. (S. Ghosh and J.S. Clark) 2012 Inference for size demography from  

              point pattern data using Integral Projection Models (Invited paper with discussion)

              Journal of Agricultural, Biological and Environmental Statistics, 17, 4, 641-699        


  1. 230.Gelfand, A.E. (with K. Lum)  2012 The asymmetric Laplace process for spatial quantile regression, (with discussion)  Bayesian Analysis 7, 235-276 


  1. 231.Gelfand, A.E., 2012 Hierarchical Modeling for Spatial Data Problems, Spatial  

              Statistics, 1, 30-39


  1. 232.Gelfand, A. E. (with M.J. Heaton) 2012  Kernel Averaged Predictors for Spatio-Temporal Regression Models, Spatial Statistics 2, 15-32 


  1. 233.Gelfand, A.E. (with S.K. Sahu and D.M. Holland) 2012 On the Effect of Preferential Sampling in Spatial Prediction, Environmetrics, 23, 7, 565-578    


  1. 234.Gelfand, A. E. (with G. Jona Lasinio and M. Jona Lasinio) 2012 Spatial analysis of  

             wave direction data using wrapped Gaussian processes, Annals of Applied

             Statistics,   Special Section on Mathematics of Planet Earth, 6,4: 1478-1498


  1. 235.Gelfand, A.E. (with S. Ghosh) 2013 Hierarchical Modeling. In: Bayesian Theory  

              and Applications: a Tribute to Adrian Smith, Edited by P.  Damien, P. Dellaportas,

              N. Polson, and D. Stephens. Oxford University Press, 33-49              


  1. 236.Gelfand, A.E. 2013 Bayesian Inference, Encyclopedia of Environmetrics,  

              pp.183-189.   DOI: 10.1002/9780470057339.vab007.pub2.


  1. 237.Gelfand, A.E. 2013 Bayesian Computation, Encyclopedia of  

              Environmetrics, pp.181-183. DOI: 10.1002/9780470057339.vab004.pub2.


  1. 238.Gelfand, A.E. (with F. Wang), 2013, Directional Data Analysis under the General  

             Projected   Normal Distribution, Statistical Methodology, 10, 113-127


     238.            Gelfand, A.E. (with A. Chakraborty, M. A. Beamonte,  M. P. Alonso, P. Gargallo,

             M. Salvador), 2013, Spatial Interaction Models with Individual-level data for Explaining

             Labor Flows and Developing Local Labor Markets, Computational Statistics and

             Data  Analysis, 58, 292—307.


  1. 239.Gelfand, A.E. (with M. Trevisani) 2013. Spatial Misalignment Models for Small  

             Area  Estimation: A Simulation Study.  In Advances in Theoretical and

             Applied Statistics, ed: N. Torelli, Springer-Verlag, Heidelberg, 269-279


  1. 240.Gelfand, A.E. (with L. Paci and D.M. Holland) 2013. Spatio-temporal modeling for  

             real-time ozone forecasting.  Spatial Statistics, 4, 79-93


  1. 241.Gelfand, A.E. (with T. Leininger, J. Allen, J.A. Silander, Jr.)  2013. Spatial regression modeling for compositional data with many zeros. Journal of Agricultural, Biological and Environmental Statistics, 18, 314-334 


  1. 242.Gelfand, A.E. (with Allen, J.M., Leininger, T.J., Hurd, J.D., Jr., Civco, D.L.,  

             Silander,   J.A., Jr.) 2013. Socioeconomics drive woody invasive plant richness in

             New England, USA through forest fragmentation, Landscape Ecology, 28-9, 167


  1. 243.Gelfand, A.E. (with M. Terres, J. Allen, J.A. Silander, Jr.)  2013. Analyzing  

             first flowering event data using survival models with space and time varying covariates.  

             Environmetrics, 24, 5, 317-331


  1. 244.Gelfand, A.E. (with Ghosh, S., and Clark, J.S)., 2013 Scaling Integral Projection 

             Models for Analyzing Size Demography, Statistical Science, 28, 4, 641-658


  1. 245.Gelfand, A.E. (with J. Monteiro) 2014. Explaining Return Times for Wildfires,  

             Journal of Statistical Theory and Practice, 8(3), 534-545


  1. 246.Gelfand, A.E. (with V.J. Berrocal, M.L. Miranda, and  S. Bhattacharrya)  

             2014 Synthesizing Categorical Datasets to Enhance Inference, Statistical

             Methodology, 15, 25-45


  1. 247.Gelfand, A.E. (with S. Ghosh, D. Bell, J.S. Clark, and P. Flikkema), 2014.   

              Process   Modeling for Soil Moisture Using Sensor Network Data. Statistical

              Methodology, 17, 99-112


  1. 248.Gelfand, A.E. (with  K. Zhu, C.W. Woodall, S. Ghosh, and J.S. Clark) 2014 

              Dual impacts of climate change: forest migration and

              turnover through life history, Global Change Biology 20, 251-264


  1. 249.Gelfand, A.E. (with X-L. Nguyen) 2014 Bayesian nonparametric modeling for  

              functional analysis of variance, AISM (Featured Issue: Bayesian Inference and

              Stochastic Computation), 66(3), 495-526


  1. 250.Gelfand, A.E. (with B. Neelon, M. L. Miranda) 2014 A multivariate spatial  

              mixture model for areal data, JRSS-C, Applied Statistics, 63(5), 737-761


  1. 251.Gelfand, A.E. (with T, Paiva, A. Chakraborty, J. Reiter) 2014 Imputation of  

             confidential data sets with spatial locations using disease mapping models,

             Statistics in Medicine, 33(11), 1928-1945


  1. 252.Gelfand, A.E. (with  Allen, J., Terres, M., Katsuki, T.,  Iwamoto, K.,  Kobori, H.,  

             Higuchi,   H., Primack, R. B., Wilson, A., Silander, J.) 2014 Modeling daily flowering

             probabilities: expected impact of climate change on Japanese cherry phenology,

             Global Change Biology 20(4), 1251-1263        


  1. 253.Gelfand, A.E. (with V. Berrocal, D. Holland) 2014 Assessing exceedance of ozone  

             standards: space-time modeling of fourth highest ozone concentrations,

             Environmetrics 25(4), 279-291


  1. 254.Gelfand, A.E. (with F. Wang) 2014 Modeling space and space-time data using  

             projected Gaussian processes, Journal of the American Statistical

             Association, 109, 1565-1580


  1. 255.Gelfand, A.E. (with J.S. Clark, C. Woodall, and K. Zhu) 2014 More than the sum of its parts: forest climate response from joint species distribution models,  

             Ecological Applications, 24, 990-999  


  1. 256.Gelfand, A.E. (with J. Brynjarsdottir) 2014 On covariate importance for  

             ecological regression models with multivariate response, Journal of

             Agricultural Biological and Environmental Statistics, 19 (4), 479-500


  1. 257.Gelfand, A.E. (with E. M. Schliep, T.Q. Dong, and F.Li)  (2014) Modeling individual tree growth by fusing diameter tape and increment core data, Invited,  

             25th anniversary issue of Environmetrics (16 DEC 2014, DOI: 10.1002/env.2324)


  1. 258.Gelfand, A.E. (with Finley, A.O., Banerjee, S.) 2015. spBayes: for large univariate  

            and multivariate point-referenced spatio-temporal data models. Journal of

            Statistical Software, 63 (13)


  1. 259.Gelfand, A.E. (with F. Wang, G.Jona Lasinio) 2015 Joint spatio-temporal analysis of a linear and a directional variable: space-time modeling of wave heights and  

             wave directions in the Adriatic Sea, Statistica Sinica, 25 (1), 25-39


  1. 260.Gelfand, A.E. 2015 Comments on:  comparing and selecting spatial predictors using local criteria, TEST 24, 29-30  


  1. 261.Gelfand, A.E. (with B.P. Carlin and A.H. Herring) 2015 A Conversation with  

              Alan Gelfand, Statistical Science, 30 (3), 413-422


  1. 262.Gelfand, A.E. (with L.Paci, D. Cocchi) 2015 Bayesian data fusion modeling for  

              map uncertainty, Spatial Statistics, 12, 96-108


  1. 263.Gelfand, A.E. (with S. Banerjee) 2015 Bayesian Wombling. Wiley  

              Interdisciplinary Reviews, Computational Statistics, 7, 5, 307-315


  1. 264.Gelfand, A.E. (with M. Terres) 2015 Using Spatial Gradient Analysis to Clarify 

              Species Distributions with Application to South African Protea, Journal of Geographic

              Systems, 17, 227-247


  1. 265.Gelfand, A.E. (with M. Terres) 2015 Spatial Process Gradients and Their Use  

              in Sensitivity Analysis for Environmental Processes,  Journal of Statistical Planning

              and Inference,  168, 106-119  


  1. 266.Gelfand, A.E. (with E. M. Schliep, J.S. Clark) 2015 Stochastic Modeling for  

              the velocity of climate change, Journal of Agricultural, Biological and

              Environmental Statistics, 20, 323-342


  1. 267.Gelfand, A.E. (with C. Rundel, E. M.  Schliep, D.M. Holland) 2015 A data  

              fusion approach for spatial analysis of speciated PM2.5 across time,

              Environmetrics , 26, 515-525


  1. 268.Gelfand, A.E. (with G. Mastroantonio and G. Jona Lasinio) 2016 Spatio-temporal  

              circular models with non-separable covariance structure, TEST, 25, 331-350


  1. 269.Gelfand, A.E. (with E. M. Schliep, J. S. Clark, K. Zhu) 2016 Modeling change in  

              forest biomass across the eastern US, Environmental and Ecological Statistics, 23, 23-41


  1. 270.Gelfand, A.E. (with A.  Datta, S. Banerjee, A. O. Finley) 2016 Hierarchical  

             Nearest-Neighbor Gaussian Process Models for Large Geostatistical Datasets, Journal

             of the American Statistical Association, 514, 800-812


  1. 271.Gelfand, A.E. (with S. Ghosh, K. Zhu, J.S. Clark) 2016 Joint Modeling of Climate  

              Response Surfaces for Adult and Juvenile Trees, Journal of Agricultural, Biological,

              and Environmental Statistics, 21, 111-130


  1. 272.Gelfand, A.E. (with E. M. Schliep and D.M. Holland)  2016 Autoregressive spatially-varying coefficient models for predicting daily PM2.5 using VIIRS satellite  

             AOT, Advances in Statistical Climatology, Meteorology, and

             Oceanography,1, 59-74


  1. 273.Gelfand, A.E. (with G. Mastroantonio and G. Jona Lasinio) 2016 The wrapped skew Gaussian  process  for analyzing spatio-temporal data, Stochastic  

             Environmental Research and Risk Assessment, 30, 2231-2242    


  1. 274.Gelfand, A.E. (with E.M. Schliep) 2016 Spatial analysis and Gaussian processes:  

             a beautiful marriage, Spatial Statistics (Special Issue) 18, A, 86–104


  1. 275.Gelfand, A.E. (with S. Banerjee, A. Datta, and A. Finley) 2016 Scalable Gaussian  

             Processes, Wiley Interdisciplinary Reviews, 8,5, 162-171


  1. 276.Gelfand, A.E. (with L. Paci, M. A. Beamonte, M. Rodrigues, F. Perez-Cabello)  2017 Space-time modeling for post-fire vegetation recovery, Stochastic  

              Environmental   Research and Risk Assessment, 31(1), 171-183


  1. 277.Gelfand, A.E. (with T. Leininger) 2017 Bayesian Inference and Model Assessment for Spatial Point Patterns using Posterior Predictive Samples, Bayesian  

Analysis, 12, 1-30


  1. 278.Gelfand, A.E. (with J. Pan, V. Rao, P. Agarwal)  2016 Markov-modulated marked  

             Poisson processes for check-in data,  Proceedings of the 33nd International Conference

            on Machine Learning, 2244-2253


  1. 279.Gelfand, A. E. (with S. Banerjee) 2017 Bayesian Modeling and Analysis of Geostatistical  Data, Annual Review of Statistics and Its Applications, 4, 245-266 


  1. 280.Gelfand, A.E. (with E.M. Schliep, J.S. Clark, and B.J. Tomasek) 2017 Biomass  

             prediction using density dependent diameter distribution models, Annals of  

             Applied    Statistics, 11, 1, 340-361


  1. 281.Gelfand, A.E. (with S. Shirota) 2017 Space and Circular Time log Gaussian  

             Cox processes with application to crime event data, Annals of Applied

             Statistics, 11, 2, 481-503


  1. 282.Gelfand, A.E. (with D. Taylor-Rodriguez, K. A. Kaufeld, E.M. Schliep, and J. S.  

             Clark) 2017 Joint Species distribution modeling: dimension reduction using Dirichlet

             Processes, Bayesian Analysis, 12 (4), 939-967


  1. 283.Gelfand, A.E. (with S. Shirota)   2017 Approximate Bayesian Computation and  

             Model Assessment for Repulsive Spatial Point Processes, Journal of Computational

             and Graphical Statistics, 26, 3, 646-657


  1. 284.Gelfand, A. E, (with L. Paci, M.A. Beamonte, P. Gargallo, M. Salvador) 2017  Analysis of residential property sales using space-time point patterns, Spatial  Statistics, 21, 149-165 


  1. 285.Gelfand, A.E. (with F. Wang, J. Wang, F. Li)  2017 Accommodating the Ecological Fallacy in Disease Mapping in the Absence of Individual Exposures, Statistics in  

Medicine, 36, 4930-4942


 286.          Gelfand, A.E. (with P.A. White and T. Utlaut) 2017 Prediction and model

            comparison  for areal unit data, Spatial Statistics, 22, 89-106


 287.        Gelfand, A.E. (with E.M.Schliep, R. Mitchell, M. Aiello-Lammens,

             J. A. Silander) 2018 Assessing the joint behavior of species traits as filtered by

       environment,   Methods in Ecology and Evolution, 9 (3), 716-727


       288.          Gelfand, A.E. (with E.M. Schliep and D. M. Holland) 2018 Alternating

             Gaussian Process Modulated Renewal Processes for Modeling Threshold

             Exceedances and Durations, Stochastic Environmental Research and Risk Assessment,

             32,   401-417


       289.         Gelfand, A.E. (with F. Wang, J. Wang, F. Li) 2019 Disease Mapping

             with Generative Models, The American Statistician, 73(3), 213-223

             DOI: 10.1080/00031305.2017.1392358


       290.         Gelfand, A.E. (with G. Jona Lasinio, G. Mastrantonio)  Spatial and spatio-temporal

               circular processes with application to wave directions, Applied Directional Statistics:

               Modern   Methods and Case Studies, Eds: C. Ley and T. Verdebout, Chapman &

               Hall (forthcoming)


        291.         Gelfand, A.E. (with E.M. Schliep, J. S. Clark, and R. Kays) 2018

              Modeling Proximate Species Co-occurrence using Camera Trap Data, Journal

              of Agricultural, Biological and Environmental Statistics, 23(3), 334-357


        292.      Gelfand, A.E. (with A. Caponera, F. Denti, T. Rigon, and  A. Sottosanti)  2019

              Hierarchical spatio-temporal modeling of resting state fMRI data. Studies in

              Neural Data Science, A. Canale et al. eds., Springer Proceedings in Mathematics

              and Statistics. p.111-130.


        293.     Gelfand, A.E. (with X. Lu and D.M. Holland) 2018 Local Real-time Forecasting

              of Ozone  Exposure using Temperature Data, Environmetrics, 27 (9), e2509


        294.     Gelfand, A.E. (with F. Wang and A. Bhattacharya) Process modeling for slope and

              aspect with application to elevation map data (with discussion), 2018

             TEST, 27(4), 749-786


        295.     Gelfand, A.E. (with S. Shirota and S. Banerjee) 2019 Spatial Joint Species

              Distribution Modeling Using Dirichlet Processes, Statistica Sinica, 29,

              1127-1154  DOI:10.5705/ss.202017.0482.


        296.     Gelfand, A.E. (with E. M. Schliep), 2019 Velocities for space-time point patterns,

              Spatial Statistics, 29, 204-225


        297.     Gelfand, A.E. (with P.A. White, E.R. Rodrigues, and G. Tzintzun), 2019 Pollution

              State Modeling for Mexico City, Journal RSS-A (forthcoming)


        298.     Gelfand, A.E., Multivariate Spatial Process Models, 2020 Handbook of Regional

              Science, Eds: M. Fischer, P. Nijkamp, Springer Verlag (forthcoming)


        299.      Gelfand, A. E. (with L. Paci, M. A. Beamonte, P. Gargallo and M. Salvador),

              2019, Spatial hedonic modeling adjusted for preferential sampling, Journal RSS-A



        300.      Gelfand, A.E. (with S. Shirota), 2019 Preferential sampling for presence/absence

             data and for fusion of presence/absence data with presence-only data,

             Ecological Monographs, 89(3):e01372


        301.      Gelfand, A. E. (with A. Shen), 2019 Exploring geometric anisotropy for

              point-referenced spatial data, Spatial Statistics, 32


        302.      Gelfand, A.E. (with C. Hellmayr), 2020 A partition Dirichlet process model

             for functional data analysis, Sankhya, Special memorial issue for J.K.

             Ghosh (forthcoming)


         303.     Gelfand, A. E., 2020, Statistical Challenges in Spatial Plant Ecology,

             Spatial   Statistics, Special Issue: Frontiers in Spatial Analysis (forthcoming)


         304.     Gelfand, A. E. (with P.A. White), 2020 Generalized Evolutionary Point Processes:

              Model Specifications and Model Comparison, Methods and Computation in

              Applied Probability (forthcoming)








              Gelfand, A.E. (with Clark, J.S., Bachelot, B., Dunn, R.R., Kays, R., Nuñez, C., Schliep,

              E.M., Taylor-Rodriguez, D., Tomasek, B.)   Generative Models forecast community

              reorganization with climate change  


              Gelfand, A.E. (with S. Shirota and J. Mateu) Statistical Analysis of Origin-Destination

              point patterns: modeling car thefts and recoveries


              Gelfand, A.E. (with B. J. Tomasek, E.M. Schliep, and J.S. Clark) Moisture stress,

              the dominant force on forest response to warming


       Gelfand, A.E (with R. M. Mitchell, E. M. Schliep, G. M. Ames, J. P. Wright),

              Accounting for Intraspecific Variability in Functional Traits Reveals Differing Trait

              Strategies Within and Across Species


              Gelfand, A.E. (with P.A.White), Multivariate Functional Data Modeling

              With Time-varying Clustering


              Gelfand, A.E. (with S. Shirota), On the role of odds ratios in joint

              species distribution modeling


              Gelfand, A. E. (with M. Bravo, M. C. Leong, and M. L. Miranda) Assessing

              disparity using measures of racial and educational isolations


              Gelfand, A. E. (with E. Schliep, J. Asin. A. C. Cebrian, M. A. Beamonte, and

              J. Abaurrea)  Long-term Spatial Modeling for Characteristics of Extreme Heat Events


              Gelfand, A. E. (with N. Virhs and J. Moller)  Approximate Bayesian inference for

              a spatial point process model exhibiting aggregation and regularity  






Gelfand, A.E. (with C. Yiannoutsos) 1991.  Simulation approaches for calculations in directed graphical models.


Gelfand, A.E. (with B. Mallick) 1994.  A Note on Bayesian Predictive Analysis.


Gelfand, A.E. (with P. Vlachos) 1995.  Bayesian Clinical Trials Design for Multivariate Categorical Patient Response.


Gelfand, A.E. (with P. Vlachos) 1996.  Bayesian Decision Theoretic Design for Group Sequential Medical Trials Having Multivariate Patient Response.


Gelfand, A.E. (with N. Ebrahimi, M. Ghosh and S.K. Ghosh) 1997.  Bayesian Analysis of Change-Point Hazard Rate Models.


Gelfand, A.E. (with N. Ravishanker) 1999. Inference for Bayesian Variogram Models With Large Data Sets.


Gelfand, A.E. (with S. Banerjee) 2000. Computing Marginal Posterior Modes Using Stochastic Approximation.


Gelfand, A.E. (with K. Patra and D.K. Dey) 2000. Analysis of Mixtures of Improper Survival Distributions.


Gelfand, A.E. (with D. Agarwal, C.F. Sirmans and T. Thibodeau) 2003. Flexible Nonstationary Modeling with Application to House Prices.


Gelfand, A.E. (with S. Wu, P.O. Lewis, M. T. Holder and J.A. Silander, Jr.). 2004 Adding history to ecological biogeography: a spatially-explicit, historically-constrained hierarchical logistic regression model for species presence/absence.

Gelfand, A.E. (with G. Xia) 2005 Stationary Process Approximation for the Analysis of Large Spatial Datasets


Gelfand, A.E. (with S. Wu) 2005. A Bayesian Model Comparison Criterion for Categorical Response Data


Gelfand, A.E. (with G. Xia and N.L. Hjort) 2006. Information Growth and Asymptotic Inference under Stochastic Process Models with Structured Dependence.


            Gelfand, A.E. (with K.N. Kyzyurova) 2014 Spatial modeling of ocean

            temperature-depth profiles using Gaussian processes


            Gelfand, A.E. (with V. Berrocal) 2014 A generalized conditionally

            autoregressive  (CAR) model        


            Gelfand, A.E. (with C. Hellmayr) 2017 Investigating Bayesian nonparametric priors

             for functional  data analysis


            Gelfand, A.E. (with S. Shirota)  2017 Inference for Log Gaussian Cox processes using an

             approximate marginal posterior.


            Gelfand, A.E., 2018 A note on joint species distribution modeling