Bayesian Analysis of Generalized Linear Models with Historical Data


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Documentation for package ‘hdbayes’ version 0.0.3

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actg019 AIDS Clinical Trial ACTG019
actg036 AIDS Clinical Trial ACTG036
E1694 ECOG E1694 Trial
E2696 ECOG E2696 Trial
glm.bhm Posterior of Bayesian hierarchical model (BHM)
glm.commensurate Posterior of commensurate prior (CP)
glm.leap Posterior of Latent Exchangeability Prior (LEAP)
glm.napp Posterior of normalized asymptotic power prior (NAPP)
glm.npp Posterior of normalized power prior (NPP)
glm.npp.lognc Estimate the logarithm of the normalizing constant for normalized power prior (NPP) for one data set
glm.pp Posterior of power prior (PP) with fixed a_0
glm.rmap Posterior of robust meta-analytic predictive prior (RMAP)
glm.rmap.bhm Posterior of robust meta-analytic predictive prior (RMAP)
glm.rmap.bhm.approx Posterior of robust meta-analytic predictive prior (RMAP)
IBCSG_curr International Breast Cancer Study Group (IBCSG) Trial VI Data
IBCSG_hist International Breast Cancer Study Group (IBCSG) Trial VI Data
lm.npp Posterior of normalized power prior (NPP) for normal linear models