Bernstein Polynomial Based Semiparametric Survival Analysis
Bernstein basis polynomials calculations
Bernstein Polynomial Based Accelerated Failure Time Model
Bernstein Polynomial Based Proportional Hazards Model
Bernstein Polynomial Based Proportional Odds Model
Estimated regression coefficients
Generic S3 method coef
Confidence intervals for the regression coefficients
Generic S3 method confint
Extract method for fitted spbp models
Generic S3 method extract
Inverse Transform Sampling To Generate Time-to-event Data From Paramet...
Calculate the posterior mode
Model.matrix method for fitted spbp models
Bernstein Polynomial Based Regression Object Print
Bernstein Polynomial Based Regression Object Summary BPAFT Bayes
Bernstein Polynomial Based Regression Object Summary BPAFT MLE
Bernstein Polynomial Based Regression Object Summary BPPH Bayes
Bernstein Polynomial Based Regression Object Summary BPPH MLE
Bernstein Polynomial Based Regression Object Summary BPPO Bayes
Bernstein Polynomial Based Regression Object BPPO MLE
Bernstein Polynomial Based Regression Object Summary Bayes
Bernstein Polynomial Based Regression Object Summary MLE
BP based models residuals.
spbp: The BP Based Semiparametric Survival Analysis Function
spbp: The BP Based Survival Analysis Function
The 'spsurv' package.
Density plots method for fitted spbp models
Generic S3 method extract
Bernstein Polynomial Based Regression Object Summary
Generic S3 method vcov
Traceplot method for fitted spbp models
Generic S3 method traceplot
Covariance of the regression coefficients
Generic S3 method vcov
A set of reliable routines to ease semiparametric survival regression modeling based on Bernstein polynomials. 'spsurv' includes proportional hazards, proportional odds and accelerated failure time frameworks for right-censored data. RV Panaro (2020) <arXiv:2003.10548>.