Code
summary(update_p0(mh1, 0.25))
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 = 10, mcmc_burnin = 10)
-- The Basket Summary ----------------------------------------------------------
The Null Response Rates (alternative is greater):
NSCLC CRC (vemu) CRC (vemu+cetu) Bile Duct ECD or LCH ATC
Null 0.250 0.250 0.250 0.250 0.250 0.250
Posterior Prob 0.873 0.068 0.002 0.758 0.793 0.746
Posterior Mean and Median Response Rates:
NSCLC CRC (vemu) CRC (vemu+cetu) Bile Duct ECD or LCH ATC
Mean 0.359 0.113 0.053 0.319 0.330 0.311
Median 0.349 0.096 0.042 0.332 0.322 0.308
Highest Posterior Density Interval with Coverage Probability 0.95:
NSCLC CRC (vemu) CRC (vemu+cetu) Bile Duct ECD or LCH ATC
Lower Bound 0.177 0.000 0.000 0.088 0.150 0.084
Upper Bound 0.562 0.268 0.135 0.516 0.523 0.512
Posterior Effective Sample Size:
NSCLC CRC (vemu) CRC (vemu+cetu) Bile Duct ECD or LCH ATC
22.412 21.181 41.655 17.932 23.163 17.608
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