Bayesian Analysis of Generalized Linear Models with Historical Data

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Documentation for package ‘hdbayes’ version 0.1.1

• DESCRIPTION file.
• User guides, package vignettes and other documentation.
• Package NEWS.

Help Pages

actg019	AIDS Clinical Trial ACTG019
actg036	AIDS Clinical Trial ACTG036
E1684	ECOG E1684 Trial
E1690	ECOG E1690 Trial
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.logml.commensurate	Log marginal likelihood of a GLM under commensurate prior (CP)
glm.logml.leap	Log marginal likelihood of a GLM under latent exchangeability prior (LEAP)
glm.logml.map	Log marginal likelihood of a GLM under meta-analytic predictive (MAP) prior
glm.logml.napp	Log marginal likelihood of a GLM under normalized asymptotic power prior (NAPP)
glm.logml.npp	Log marginal likelihood of a GLM under normalized power prior (NPP)
glm.logml.post	Log marginal likelihood of a GLM under a normal/half-normal prior
glm.logml.pp	Log marginal likelihood of a GLM under power prior (PP)
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.post	Posterior of a normal/half-normal prior
glm.pp	Posterior of power prior (PP) with fixed a_0
glm.rmap	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