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AFFECT (version 0.1.2)

Accelerated Functional Failure Time Model with Error-Contaminated Survival Times

Description

We aim to deal with data with measurement error in the response and misclassification censoring status under an AFT model. This package primarily contains three functions, which are used to generate artificial data, correction for error-prone data and estimate the functional covariates for an AFT model.

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Version

Install

install.packages('AFFECT')

Monthly Downloads

243

Version

0.1.2

License

GPL-3

Maintainer

Hsiao-Ting Huang

Last Published

July 6th, 2023

Functions in AFFECT (0.1.2)

ME_correction

Correction of Measurement Error in Survival time and Censoring Status.
data_gen

Generation of Artificial Data
AFFECT

Accelerated Functional Failure Time Model with Error-Contaminated Survival Times
Boosting

Estimation of Functional Forms of Covaraites under AFT Models