Metodos Predictivos de Aprendizaje Estadistico (Statistical Learning Predictive Methods)

Functions and datasets used in the book: Fernandez-Casal, R., Costa, J. and Oviedo-de la Fuente, M. (2024) "Metodos predictivos de aprendizaje estadistico" < https://rubenfcasal.github.io/aprendizaje_estadistico/>.


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).

Reference manual

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install.packages("mpae")

0.1.2 by Ruben Fernandez-Casal, 3 years ago


https://github.com/rubenfcasal/mpae


Report a bug at https://github.com/rubenfcasal/mpae/issues


Browse source code at https://github.com/cran/mpae


Authors: Ruben Fernandez-Casal [aut, cre] , Manuel Oviedo-de la Fuente [aut] , Julian Costa-Bouzas [aut]


Documentation:   PDF Manual  


GPL (>= 2) license


Imports caret, RcmdrMisc

Depends on graphics

Suggests car, gbm, leaps, lmtest, glmnet, mgcv, np, NeuralNetTools, pdp, vivid, plot3D, AppliedPredictiveModeling, ISLR


See at CRAN