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mpae: Métodos predictivos de aprendizaje estadístico (statistical learning predictive methods)

Functions and datasets used in the book Fernández-Casal, Costa and Oviedo-de la Fuente (2024) Métodos predictivos de aprendizaje estadístico.

For more information visit https://rubenfcasal.github.io/mpae/.

Installation

mpae is not yet available from CRAN, but you can install the development version from github with:

# install.packages("remotes")
# remotes::install_github("rubenfcasal/mpae")
remotes::install_github("rubenfcasal/mpae", INSTALL_opts = "--with-keep.source")

Alternatively, Windows users (with R >= 4.3.0) may install the corresponding mpae_X.Y.Z.zip file in the releases section of the github repository, e.g.:

install.packages('https://github.com/rubenfcasal/mpae/releases/download/v0.1/mpae_0.1.0.zip', 
                 repos = NULL)

References

Fernández-Casal R., Costa J. and Oviedo-de la Fuente M. (2024). Métodos predictivos de aprendizaje estadístico (github).

Fernández-Casal R., Roca-Pardiñas J., Costa J. and Oviedo-de la Fuente M. (2022). Introducción al Análisis de Datos con R (github).

Fernández-Casal R., Cao R. and Costa J. (2023). Técnicas de Simulación y Remuestreo, segunda edición, (github).

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Version

Install

install.packages('mpae')

Monthly Downloads

166

Version

0.1.2

License

GPL (>= 2)

Issues

Pull Requests

Stars

Forks

Maintainer

Ruben FernandezCasal

Last Published

March 21st, 2024

Functions in mpae (0.1.2)

bodyfat

Body fat data
pred.plot

Observed vs. predicted plots
scaled.coef

Scaled (standardized) coefficients
accuracy

Accuracy measures
hbat

HBAT data
bfan

Above normal body fat data
winequality

Wine quality data
winetaste

Wine taste data
mpae-package

mpae: Métodos predictivos de aprendizaje estadístico (statistical learning predictive methods)
bodyfat.raw

Original body fat data