Man pages for bfp
Bayesian Fractional Polynomials
| as.data.frame.BayesMfp | Convert a BayesMfp object to a data frame |
| BayesMfp | Bayesian model inference for multiple fractional polynomial... |
| BayesMfpMethods | Other methods for BayesMfp objects |
| bmaPredict | BMA prediction for new data points |
| BmaSamples | Bayesian model averaging over multiple fractional polynomial... |
| BmaSamplesMethods | Other methods for BmaSamples objects |
| constructNewdataMatrix | Construct the model matrix for new data based on an existing... |
| 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... |
| fpScale | Internal function for shifting and rescaling a fractional... |
| getDesignMatrix | Extract the design matrix of a multiple FP model. |
| getFpTransforms | Internal functions to handle FP transforms. |
| getLogMargLik | Extract log marginal likelihood from a model. |
| getLogPrior | Extract the log prior probability from a model. |
| getPosteriorParms | Extract updated posterior parameters for the normal inverse... |
| getPostExpectedgAndShrinkage | Extract posterior expected g and shrinkage factor (g/(1+g))... |
| inclusionProbs | Compute (model averaged) posterior variable inclusion... |
| invGamma | Functions for the inverse gamma distribution. |
| ozone | Ozone data from Breiman and Friedman, 1985 |
| plotCurveEstimate | Generic function for plotting a fractional polynomial curve... |
| posteriors | Extract posterior model probability estimates from BayesMfp... |
| predict.BayesMfp | Predict method for BayesMfp objects |
| predict.BmaSamples | Predict method to extract point and interval predictions from... |
| rmvt | Multivariate Student Random Deviates |
| rshrinkage | Sample from the model-specific posterior of the shrinkage... |
| scrBesag | Simultaneous credible band computation (Besag, Green et al... |
| 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 |
| transformMfp | Transform a fitted mfp model into a BayesMfp model |
