# Bayesian Fractional Polynomials

## Documentation for package ‘bfp’ version 0.0-37

- 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 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