Bayesian Fractional Polynomials

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Documentation for package ‘bfp’ version 0.0-48

• DESCRIPTION file.
• Code demos. Use demo() to run them.

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, Green et al 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