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BoostMLR (version 1.0.3)

Boosting for Multivariate Longitudinal Responses

Description

Jointly models the multivariate longitudinal responses and multiple covariates and time using gradient boosting approach.

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Version

Install

install.packages('BoostMLR')

Monthly Downloads

242

Version

1.0.3

License

GPL (>= 2)

Maintainer

Amol Pande

Last Published

February 25th, 2021

Functions in BoostMLR (1.0.3)

Laboratory_Data

Laboratory Data
BoostMLR.news

Show the NEWS file
simLong

Simulate longitudinal data
updateBoostMLR

Update boosting object with an additional boosting iterations
partial.BoostMLR

Partial plot analysis
plotBoostMLR

Plotting results across across the boosting iterations.
predictBoostMLR

Prediction for the multivariate longitudinal response
plotVIMP

Variable Importance (VIMP) plot
BoostMLR-package

Boosting for Multivariate Longitudinal Response
BoostMLR

Boosting for Multivariate Longitudinal Response
vimp.BoostMLR

Variable Importance