Bayesian Fractional Polynomials


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Documentation for package ‘bfp’ version 0.0-42

Help Pages

as.data.frame.BayesMfp Convert a BayesMfp object to a data frame
BayesMfp Bayesian model inference for multiple fractional polynomial models
BayesMfp Methods Other methods for BayesMfp objects
bfp Bayesian model inference for multiple fractional polynomial models
bmaPredict BMA prediction for new data points
BmaSamples Bayesian model averaging over multiple fractional polynomial models
BmaSamples Methods Other methods for BmaSamples objects
empiricalHpd Construct an empirical HPD interval from samples
Extract.BayesMfp Extract method for BayesMfp objects
findModel Find a specific fractional polynomial model in a BayesMfp object
fitted.BayesMfp Other methods for BayesMfp objects
fitted.BmaSamples Other methods for BmaSamples objects
getPosteriorParms Extract updated posterior parameters for the normal inverse gamma distribution from a model, given a shrinkage factor.
inclusionProbs Compute (model averaged) posterior variable inclusion probabilites
ozone Ozone data from Breiman and Friedman, 1985
plotCurveEstimate Generic function for plotting a fractional polynomial curve estimate
plotCurveEstimate.BayesMfp Generic function for plotting a fractional polynomial curve estimate
plotCurveEstimate.BmaSamples Generic function for plotting a fractional polynomial curve estimate
posteriors Extract posterior model probability estimates from BayesMfp objects
predict.BayesMfp Predict method for BayesMfp objects
predict.BmaSamples Predict method to extract point and interval predictions from BmaSamples objects
print.BayesMfp Other methods for BayesMfp objects
print.BmaSamples Other methods for BmaSamples objects
print.predict.BmaSamples Predict method to extract point and interval predictions from BmaSamples objects
print.summary.BayesMfp Calculate and print the summary of a BayesMfp object
print.summary.BmaSamples Calculate and print the summary of a BmaSamples object
residuals.BayesMfp Other methods for BayesMfp objects
residuals.BmaSamples Other methods for BmaSamples objects
scrBesag Simultaneous credible band computation (Besag algorithm)
scrHpd Calculate an SCB from a samples matrix
summary.BayesMfp Calculate and print the summary of a BayesMfp object
summary.BmaSamples Calculate and print the summary of a BmaSamples object
uc Bayesian model inference for multiple fractional polynomial models
[.BayesMfp Extract method for BayesMfp objects