MTB > exec 'pp_exch' MTB > ################################################################## MTB > # MACRO 'PP_EXCH' # MTB > # (CHARACTER GRAPHICS VERSION) # MTB > # -------------------------------------------------------------- # MTB > # INFERENCE ABOUT 2 BINOMIAL PROPORTIONS # MTB > # USING AN EXCHANGEABLE PRIOR FOR P1 AND P2. # MTB > ################################################################## T INPUT OBSERVED NUMBER OF SUCCESSES AND FAILURES IN 1ST GROUP: DATA> 4 16 A INPUT OBSERVED NUMBER OF SUCCESSES AND FAILURES IN 2ND GROUP: DATA> 8 12 INPUT STANDARD DEVIATION OF THE LOGITS T1 AND T2: DATA> .5 INPUT NUMBER OF SIMULATED VALUES: DATA> 1000 TYPE 'y' AND RETURN TO SEE A PLOT OF THE JOINT DISTRIBUTION OF P1 AND P2: y 1.05+ - post_p2 - - - 0.70+ . . .. - 3 2 5 - 4 36 465.. 2 - 7 79+427+34.4253 3 - 4+9+ +++++8+266.2.. 0.35+ 2 45+ ++++9+++8844542.. - 76+++4++++++3+52..3 - 2487367.+6. 42 . - . 22. 2. - 0.00+ +---------+---------+---------+---------+---------+post_p1 0.00 0.20 0.40 0.60 0.80 1.00 TYPE 'y' AND RETURN TO SEE PLOTS OF THE MARGINAL DISTRIBUTIONS OF P1 AND P2: y Posterior distribution of proportion P1: Each dot represents 5 points . : . : . : : : : : . ::::: :: .. : :::::::.:: . . :: :::::::::::::::. : .: .:::::::::::::::::::.:.. .. .::::::::::::::::::::::::::::::::..:::.... .. -------+---------+---------+---------+---------+---------post_p1 0.10 0.20 0.30 0.40 0.50 0.60 Variable N Mean Median TrMean StDev SEMean post_p1 1000 0.27170 0.26398 0.26881 0.07889 0.00249 Variable Min Max Q1 Q3 post_p1 0.07808 0.54887 0.21711 0.31722 Posterior distribution of proportion P2: Each dot represents 7 points . : : : . ...:.: ::..: :.:::::: ::::: . . .:::::::::.:::::::.. : .. ...:::::::::::::::::::::::::::::.... . .. ... . -+---------+---------+---------+---------+---------+-----post_p2 0.12 0.24 0.36 0.48 0.60 0.72 Variable N Mean Median TrMean StDev SEMean post_p2 1000 0.35826 0.35684 0.35544 0.08964 0.00283 Variable Min Max Q1 Q3 post_p2 0.12286 0.72539 0.29329 0.41049 TYPE 'y' AND RETURN TO SEE PLOT OF THE DISTRIBUTION OF P2-P1: y Each dot represents 5 points : . : :: : : : : .::..: : : : : . ::::::. : : :::.:::::::::::.: : : .::.::::::::::::::::::::. .: . .........::::::::::::::::::::::::::::::.:.. : . . . . -------+---------+---------+---------+---------+---------p2-p1 -0.12 0.00 0.12 0.24 0.36 0.48 Variable N Mean Median TrMean StDev SEMean p2-p1 1000 0.08656 0.08873 0.08615 0.10264 0.00325 Variable Min Max Q1 Q3 p2-p1 -0.21141 0.44013 0.01937 0.15436