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EMOTIONS  

' Ensemble Models for Lactation Curves'
View on CRAN: Click here


Download and install EMOTIONS package within the R console
Install from CRAN:
install.packages("EMOTIONS")

Install from Github:
library("remotes")
install_github("cran/EMOTIONS")

Install by package version:
library("remotes")
install_version("EMOTIONS", "1.0")



Attach the package and use:
library("EMOTIONS")
Maintained by
Pablo Fonseca
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2025-06-18
Latest Update: 2025-06-18
Description:
Lactation curve modeling plays a central role in dairy production, supporting management decisions and the selection of animals with superior productivity and resilience. The package 'EMOTIONS' fits 47 models for lactation curves and creates ensemble models using model averaging based on Akaike information criterion, Bayesian information criterion, root mean square percentage error, and mean squared error, variance of the predictions, cosine similarity for each model's predictions, and Bayesian Model Average. The daily production values predicted through the ensemble models can be used to estimate resilience indicators in the package. Additionally, the package allows the graphical visualization of the model ranks and the predicted lactation curves.
How to cite:
Pablo Fonseca (2025). EMOTIONS: ' Ensemble Models for Lactation Curves'. R package version 1.0, https://cran.r-project.org/web/packages/EMOTIONS. Accessed 26 Jun. 2026.
Previous versions and publish date:
1.0 (2025-06-18 13:50), 1.1 (2026-01-28 11:30), 1.2 (2026-03-27 19:50)
Other packages that cited EMOTIONS R package
View EMOTIONS citation profile
Other R packages that EMOTIONS depends, imports, suggests or enhances
Complete documentation for EMOTIONS
Functions, R codes and Examples using the EMOTIONS R package
Full EMOTIONS package functions and examples
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