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abundant (version 1.2)

High-Dimensional Principal Fitted Components and Abundant Regression

Description

Fit and predict with the high-dimensional principal fitted components model. This model is described by Cook, Forzani, and Rothman (2012) .

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Version

Install

install.packages('abundant')

Monthly Downloads

440

Version

1.2

License

GPL-2

Maintainer

Adam Rothman

Last Published

January 4th, 2022

Functions in abundant (1.2)

abundant-package

Abundant regression and high-dimensional principal fitted components
fit.pfc

Fit a high-dimensional principal fitted components model using the method of Cook, Forzani, and Rothman (2012).
pred.response

Predict the response with the fitted high-dimensional principal fitted components model