Qindex (version 0.1.6)

Continuous and Dichotomized Index Predictors Based on Distribution Quantiles

Description

Select optimal functional regression or dichotomized quantile predictors for survival/logistic/numeric outcome and perform optimistic bias correction for any optimally dichotomized numeric predictor(s), as in Yi, et. al. (2023) .

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Version

Install

install.packages('Qindex')

Monthly Downloads

438

Version

0.1.6

License

GPL-2

Maintainer

Tingting Zhan

Last Published

October 7th, 2024

Functions in Qindex (0.1.6)

rSplit

Stratified Random Split Sampling

rpartD

Dichotomize via Recursive Partitioning

predict.optimSplit_dichotom

Regression Models with Optimal Dichotomizing Predictors

show,Qindex-method

Show Qindex Object

std_

Alternative Standardization Methods

bootid

Bootstrap Indices

integrandSurface

Integrand Surface(s) of Sign-Adjusted Quantile Indices Qindex

optimSplit_dichotom

Optimal Dichotomizing Predictors via Repeated Sample Splits

Qindex

Sign-Adjusted Quantile Indices

predict.Qindex

Predicted Sign-Adjusted Quantile Indices

BBC_dichotom

Bootstrap-based Optimism Correction for Dichotomization

Qindex-package

Continuous and Dichotomized Index Predictors Based on Distribution Quantiles

clusterQp

Cluster-Specific Sample Quantiles

Qindex_graphics

Visualize Qindex object using R package graphics