Man pages for bfp
Bayesian Fractional Polynomials

as.data.frame.BayesMfpConvert a BayesMfp object to a data frame
BayesMfpBayesian model inference for multiple fractional polynomial...
BayesMfpMethodsOther methods for BayesMfp objects
bmaPredictBMA prediction for new data points
BmaSamplesBayesian model averaging over multiple fractional polynomial...
BmaSamplesMethodsOther methods for BmaSamples objects
constructNewdataMatrixConstruct the model matrix for new data based on an existing...
empiricalHpdConstruct an empirical HPD interval from samples
Extract.BayesMfpExtract method for BayesMfp objects
findModelFind a specific fractional polynomial model in a BayesMfp...
fpScaleInternal function for shifting and rescaling a fractional...
getDesignMatrixExtract the design matrix of a multiple FP model.
getFpTransformsInternal functions to handle FP transforms.
getLogMargLikExtract log marginal likelihood from a model.
getLogPriorExtract the log prior probability from a model.
getPosteriorParmsExtract updated posterior parameters for the normal inverse...
getPostExpectedgAndShrinkageExtract posterior expected g and shrinkage factor (g/(1+g))...
inclusionProbsCompute (model averaged) posterior variable inclusion...
invGammaFunctions for the inverse gamma distribution.
ozoneOzone data from Breiman and Friedman, 1985
plotCurveEstimateGeneric function for plotting a fractional polynomial curve...
posteriorsExtract posterior model probability estimates from BayesMfp...
predict.BayesMfpPredict method for BayesMfp objects
predict.BmaSamplesPredict method to extract point and interval predictions from...
rmvtMultivariate Student Random Deviates
rshrinkageSample from the model-specific posterior of the shrinkage...
scrBesagSimultaneous credible band computation (Besag algorithm)
scrHpdCalculate an SCB from a samples matrix
summary.BayesMfpCalculate and print the summary of a BayesMfp object
summary.BmaSamplesCalculate and print the summary of a BmaSamples object
transformMfpTransform a fitted mfp model into a BayesMfp model
bfp documentation built on Jan. 18, 2019, 1:16 p.m.