Simulate and Plot Estimates from Cox Proportional Hazards Models
Convert a coxsim class object into a data frame
A data set from Carpenter (2002).
Simulate quantities of interest for linear multiplicative interactions...
Simulate quantities of interest for covariates from Cox Proportional H...
Simulate quantities of interest for a range of values for a polynomial...
Simulate quantities of interest for penalized splines from Cox Proport...
Simulate time-interactive quantities of interest from Cox Proportional...
Graph fitted stratified survival curves from Cox Proportional Hazards ...
A data set from Golub & Steunenberg (2007)
Transform the simulation object to include only the min and max of the...
Create a sequence of Xl values
A method for plotting simulation objects created by simPH
Plot simulated linear multiplicative interactions from Cox Proportiona...
Plot simulated linear, non-time interacted quantities of interest from...
Plot simulated polynomial quantities of interest from Cox Proportional...
Plot simulated penalised spline hazards from Cox Proportional Hazards ...
Plot simulated time-interactive hazard ratios or stratified time-inter...
An R package for simulating and plotting quantities of interest from C...
Convert a data frame of non-equal interval continuous observations int...
Create a time interaction variable
Simulates and plots quantities of interest (relative hazards, first differences, and hazard ratios) for linear coefficients, multiplicative interactions, polynomials, penalised splines, and non-proportional hazards, as well as stratified survival curves from Cox Proportional Hazard models. It also simulates and plots marginal effects for multiplicative interactions. Methods described in Gandrud (2015) <doi:10.18637/jss.v065.i03>.
Useful links