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ROlogit (version 0.1.2)

Fit Rank-Ordered Logit (RO-Logit) Model

Description

Implements the rank-ordered logit (RO-logit) model for stratified analysis of continuous outcomes introduced by Tan et al. (2017) . Model diagnostics based on the heuristic residuals and estimates in linear scales are available from the package, and outcomes with ties are supported.

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Version

Install

install.packages('ROlogit')

Monthly Downloads

474

Version

0.1.2

License

LGPL-3

Maintainer

Ning Yilin

Last Published

March 19th, 2018

Functions in ROlogit (0.1.2)

hresid

Obtain the heuristic residuals.
qqplot.EVT1

Make Q-Q plot for residual diagnostics.
inpat_bg

Inpatient blood glucose data for 2487 patients
rologit

Fit RO-logit model and obtain heuristic residuals
loglikhresid

The negative log likelihood function for obtaining heuristic residuals
summary.rologit

Summarise RO-Logit Model
rologit.coxph

Fit RO-logit model using Cox-PH