Tools for Inference in the Presence of a Monotone Likelihood
Calculate the Aalen-Johansen (1978) estimate in the Competing risk con...
Plot hazards for two strata for each time. At times with an event in o...
Examine the potential role of treatment in treatment in a model alread...
Newton Raphson Fitter for partial likelihood
Check how censoring impacts sampling properties of KM fit and log rank...
Produce a graphical assessment of Monte Carlo experiment on fidelity o...
Plot resuts of simcode
Simulate from a competing risk model with correlated log normal errors...
Convert a baseline logit model data set, formatted in the long form as...
Convert a polytomous regression to a conditional logistic regression.
Convert a proportional hazards regression to a multinomial regression.
Draw diagram for toy PH example.
Remove observations from a proportional hazards regression, and return...
Perform Gehan's application to the Wilcoxon test for multiple samples,...
Simulate operating characteristics of repaired Cox regression and comp...
Perform inference on conditional sample space.
Assess the accuracy of the log rank statistic approximation to the tru...
This function enumerates conditional sample spaces associated with log...
Proportional hazards partial likelihood, using Breslow method for ties...
PHInfiniteEstimates: Tools for Proportional Hazards Estimation, and In...
Partial likelihood for proportional hazards
Reduce a logistic regression with monotone likelihood to a conditional...
Simulate Weibull survival data from a model, perform reduction to remo...
Calculate simultaneous coverage of pointwise confidence intervals.
Summarize proportional hazards fits
Summarize the results of simulations investigating operating condition...
Fit survival probabilties from a survreg object.
Test size of asymptotic Cox tests.
Proportional hazards estimation in the presence of a partially monotone likelihood has difficulties, in that finite estimators do not exist. These difficulties are related to those arising from logistic and multinomial regression. References for methods are given in the separate function documents. Supported by grant NSF DMS 1712839.