Penalised Maximum Likelihood for Survival Analysis Models
Extract coefficients of a coxph_mpl Object or of its summary
Ancillary arguments for controling coxph_mpl fits
MPL Proportional Hazards Regression Object
Fit Cox Proportional Hazards Regression Model Via MPL
Plot a coxph_mpl Object
Predictions for a Cox model
Residuals for a Cox model
Summarise a coxph_mpl Object
Penalised Maximum Likelihood for Survival Analysis Models
Estimate the regression coefficients and the baseline hazard of proportional hazard Cox models with left, right or interval censored survival data using maximum penalised likelihood. A 'non-parametric' smooth estimate of the baseline hazard function is provided.