gammSlice: Generalized additive mixed model analysis via slice sampling

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Uses a slice sampling-based Markov chain Monte Carlo to conduct Bayesian fitting and inference for generalized additive mixed models (GAMM). Generalized linear mixed models and generalized additive models are also handled as special cases of GAMM.

Author
Tung Pham and Matt Wand
Date of publication
2015-01-21 08:24:52
Maintainer
Tung Pham <pham.t@unimelb.edu.au>
License
GPL (>= 2)
Version
1.3

View on CRAN

Man pages

gammSlice-internal
Internal 'gammSlice' functions
gSlc
Generalized additive mixed model analysis via slice sampling
gSlc.control
Modification of the 'gSlc' defaults
gSlcSim
Simulate data from a generalized additive mixed model
indonRespir
The Indonesian Children's Health Study data
plot.gSlc
Plot smooth function components of 'gSlc' fits
summary.gSlc
Summary of the generalized additive mixed model fit produced...
toenail
A toenail data set

Files in this package

gammSlice
gammSlice/src
gammSlice/src/Makevars
gammSlice/src/slbsp.f
gammSlice/src/gammSlice.f
gammSlice/src/logfpsrd.f
gammSlice/src/frunif_helper.c
gammSlice/src/logfbird.f
gammSlice/src/slbsprd.f
gammSlice/src/frgamma_helper.c
gammSlice/src/slpsprd.f
gammSlice/src/logfbi.f
gammSlice/src/frgamma.f
gammSlice/src/logfps.f
gammSlice/src/slpsp.f
gammSlice/NAMESPACE
gammSlice/data
gammSlice/data/toenail.txt.gz
gammSlice/data/indonRespir.txt.gz
gammSlice/R
gammSlice/R/gSlc.control.R
gammSlice/R/gSlcSim.R
gammSlice/R/summary.gSlc.R
gammSlice/R/interpret.gSlc.R
gammSlice/R/gSlc.R
gammSlice/R/gSlcMCMC.R
gammSlice/R/summMCMC.R
gammSlice/R/plot.gSlc.R
gammSlice/R/gammSlice-internal.R
gammSlice/MD5
gammSlice/DESCRIPTION
gammSlice/man
gammSlice/man/plot.gSlc.Rd
gammSlice/man/indonRespir.Rd
gammSlice/man/gSlc.control.Rd
gammSlice/man/gSlc.Rd
gammSlice/man/gammSlice-internal.Rd
gammSlice/man/toenail.Rd
gammSlice/man/gSlcSim.Rd
gammSlice/man/summary.gSlc.Rd