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
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