Bernstein Polynomial Based Semiparametric Survival Analysis


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Documentation for package ‘spsurv’ version 1.1.0

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spsurv-package The 'spsurv' package.
AIC.spbp Akaike information criterion for fitted spbp models
anova.spbp Analysis of deviance table for nested spbp models
as.data.frame.survfitbp BP-based model survival curves
as_draws_df.spbp Convert spbp Bayesian fit to posterior draws
augment.spbp Augment data with spbp model information
bernstein Bernstein polynomial baseline specification
bp.basis Bernstein basis polynomials calculations
bpaft Bernstein AFT Model
bpph Bernstein PH Model
bppo Bernstein PO Model
bp_survival_reg Bernstein survival regression specification
coef.spbp Estimated regression coefficients
confint.spbp Confidence intervals for the regression coefficients
credint Generic S3 method credint
credint.spbp Credible intervals for the regression coefficients
estimates Parameter estimates for fitted spbp models
extractAIC.spbp Extract AIC from a fitted spbp model
ggresiduals ggplot2 residual diagnostic plots for spbp models
glance.spbp Glance at a fitted spbp model
logLik.spbp Log-likelihood for fitted spbp models
model.matrix.spbp Model.matrix method for fitted spbp models
plot.spbp BP based models plot.
plot.survfitbp BP-based model survival curves
predict.spbp Predicted survival as a tidy data frame
print.spbp Bernstein Polynomial Based Regression Object Print
print.summary.bpaft.bayes Bernstein Polynomial Based Regression Object Summary BPAFT Bayes
print.summary.bpaft.mle Bernstein Polynomial Based Regression Object Summary BPAFT MLE
print.summary.bpph.bayes Bernstein Polynomial Based Regression Object Summary BPPH Bayes
print.summary.bpph.mle Bernstein Polynomial Based Regression Object Summary BPPH MLE
print.summary.bppo.bayes Bernstein Polynomial Based Regression Object Summary BPPO Bayes
print.summary.bppo.mle Bernstein Polynomial Based Regression Object BPPO MLE
print.summary.spbp.bayes Bernstein Polynomial Based Regression Object Summary Bayes
print.summary.spbp.mle Bernstein Polynomial Based Regression Object Summary MLE
proportional_odds Proportional odds regression model specification
pw.basis Power basis polynomials calculations
rank_models Rank fitted spbp models by AIC
residuals.spbp BP based models residuals.
se Standard errors for fitted spbp model parameters
spbp spbp: The BP Based Survival Analysis Function
spbp.default spbp: The BP Based Semiparametric Survival Analysis Function
spread_surv_draws.spbp Posterior survival curves in long tidy format
spsurv The 'spsurv' package.
summary.spbp Bernstein Polynomial Based Regression Object Summary
survfit.spbp BP-based model survival curves
tidy.spbp Tidy summary for fitted spbp models
vcov.spbp Covariance of the regression coefficients