Tools for Inference in the Presence of a Monotone Likelihood

Documentation for package ‘PHInfiniteEstimates’ version 1.3

bestbeta	Newton Raphson Fitter for partial likelihood
checkresults	Produce a graphical assessment of Monte Carlo experiment on fidelity of proportional hazards regression to the uniform ideal.
convertbaselineltolr	Convert a baseline logit model data set, formatted in the long form as described in the documentation for mlogit.data from mlogit package, to a conditional logistic regression.
convertmtol	Convert a polytomous regression to a conditional logistic regression.
convertstoml	Convert a proportional hazards regression to a multinomial regression.
drawdiagram	Draw diagram for toy PH example.
fixcoxph	Remove observations from a proportional hazards regression, and return the fit of the reduced model.
inference	Perform inference on conditional sample space.
network	This function enumerates conditional sample spaces associated with logistic regression,
newllk	Proportional hazards partial likelihood, using Breslow method for ties, excluding some observations.
PHInfiniteEstimates	PHInfiniteEstimates: Tools for Proportional Hazards Estimation, and Inference on the Associate Parameters, when Other Parameters are Estimated at Infinity.
reduceLR	Reduce a logistic regression with monotone likelihood to a conditional regression with double descending likelihood.
testp	Simulate Weibull survival data from a model, perform reduction to remove infinite estimates, and calculate p values.
voter.ml	Subset of British elections data used in (Kolassa 2016). Data are from (Sanders et al. 2007).