# Plotting works. Code summary(mh1) Output -- The MEM Model Call ---------------------------------------------------------- mem_mcmc(responses = vemu_wide$responders, size = vemu_wide$evaluable, name = vemu_wide$baskets, p0 = c(0.15, 0.15, 0.15, 0.2, 0.15, 0.15), mcmc_iter = 1000, mcmc_burnin = 10, cluster_analysis = TRUE) -- The Basket Summary ---------------------------------------------------------- The Null Response Rates (alternative is greater): NSCLC CRC (vemu) CRC (vemu+cetu) Bile Duct ECD or LCH ATC Null 0.15 0.150 0.150 0.200 0.150 0.150 Posterior Prob 1.00 0.028 0.019 0.147 0.999 0.998 Posterior Mean and Median Response Rates: NSCLC CRC (vemu) CRC (vemu+cetu) Bile Duct ECD or LCH ATC Mean 0.400 0.054 0.055 0.109 0.402 0.378 Median 0.398 0.045 0.047 0.076 0.400 0.376 Highest Posterior Density Interval with Coverage Probability 0.95: NSCLC CRC (vemu) CRC (vemu+cetu) Bile Duct ECD or LCH ATC Lower Bound 0.249 0.000 0.001 0.002 0.247 0.219 Upper Bound 0.554 0.129 0.124 0.336 0.560 0.545 Posterior Effective Sample Size: NSCLC CRC (vemu) CRC (vemu+cetu) Bile Duct ECD or LCH ATC 38.326 49.614 55.301 11.213 36.319 32.711 -- The Cluster Summary --------------------------------------------------------- Cluster 1 "CRC (vemu)" "CRC (vemu+cetu)" "Bile Duct" Cluster 2 "NSCLC" "ECD or LCH" "ATC" The Null Response Rates (alternative is greater): Cluster 1 Cluster 2 Posterior for null of 0.15 0.086 0.999 Posterior for null of 0.2 0.053 0.993 Posterior Mean and Median Response Rates: Cluster 1 Cluster 2 Mean 0.073 0.393 Median 0.054 0.391 Highest Posterior Density Interval with Coverage Probability 0.95: Cluster 1 Cluster 2 Lower Bound 0.000 0.237 Upper Bound 0.207 0.554 Posterior Effective Sample Size: Cluster 1 Cluster 2 22.269 35.024