data sasuser.rwg139t; set sasuser.rwg139t; pval = 2*(probt(-abs(RT_LOG_2), 15)); run; proc sort data=sasuser.rwg139t; by pval; proc print; id basin; var RT_LOG_2 pval D_LOGS_2 blo_IN_2 BLO_LO_2 BLO_L1_2; run; The SAS System BASIN RT_LOG_2 PVAL D_LOGS_2 BLO_IN_2 BLO_LO_2 BLO_L1_2 Tsidjior 2.27340 0.03813 0.26957 0.85909 0.70127 -0.78506 Shotover 1.52489 0.14809 0.15036 0.58899 0.41649 -0.49845 Karamea -1.46065 0.16474 0.05543 -0.22503 -0.23686 0.23466 Inangahu -1.45600 0.16600 0.05047 -0.21389 -0.13728 0.16821 Butchers -1.32672 0.20445 0.04602 -0.22053 -0.19758 0.20902 L.Hopwoo 1.17649 0.25773 0.04932 0.27116 0.18198 -0.22128 BullerB -1.06361 0.30433 0.03985 -0.24352 -0.21206 0.22888 Arrow 0.88785 0.38864 0.06444 0.12233 -0.09883 0.01445 BullerA -0.85221 0.40750 0.02007 -0.13778 -0.08771 0.10831 Haast 0.71623 0.48485 0.02097 -0.14378 -0.08072 0.11403 Manuheri -0.71368 0.48638 0.85892 0.65700 1.31148 -1.09822 Grey -0.64580 0.52816 0.01036 -0.08548 -0.07497 0.07941 Cleddau 0.59112 0.56324 0.01688 -0.14007 -0.08179 0.11255 Cropp 0.58186 0.56930 0.02671 -0.17424 -0.07229 0.12109 Hooker -0.39742 0.69665 0.00593 0.05568 0.01636 -0.03548 Inangahu -0.37482 0.71304 0.00329 -0.04189 -0.03435 0.03716 U.Waitan 0.33817 0.73992 0.00621 -0.08880 -0.05365 0.07230 Hokitika 0.17981 0.85971 0.00327 -0.07686 -0.05166 0.06532 Ivory 0.12776 0.90004 0.00100 -0.01030 0.01225 -0.00264 ********************************************************************* Size adjusted cutoff for DFBETAS: 2/sqrt(19) = .4588 Size adjusted cutoff fo Cook's Distance 4/19 = .2105 ********************************************************************* False Discover Rate (FDR) procedure for outliers. Sort p-values in increasing order as above. Find the largest value of i where Pval_i < alpha*i/n declare these cases to be outliers. Start with i = 19, and then check each. No cases are declared as outliers. Notes: 1) for i = n, compare p-value to alpha (like in a single hypothesis test) 2) for i = 1, compare p-value to alpha/n (like the Bonferonni procedure) more powerful than standard Bonferroni procedure.