R: Ensemble Models for Lactation Curves

# Ensemble Models for Lactation Curves

## Documentation for package ‘EMOTIONS’ version 1.3

- DESCRIPTION file
- User guides, package vignettes and other documentation
- Package NEWS
- Package README

## Help Pages

imp_my | Impute missing daily milk yields using the ensemble created
LacCurveFit | A wrap function to the ModelsLac function that allows the fit of lactation curve models based on daily production and days in milk records simultaneously for a list of animals
milkloss_detect | Identify milk loss events and resilience indicators from daily milk yields
ModelRankRange | Create a line plot that shows the range of the ranks obtained for each model across the individuals
ModelsLac | Performs the model fitting and the weight assignment based on different strategies for each individual ID
PlotMilkLoss | Plot the actual daily milk daily production and the predicted values highlighting the detected milk loss events
PlotWeightLac | Plot the actual daily milk daily production and the predicted values obtained by the ensemble model
ResInd | A function to estimate resilience estimators (logarithm of variance, lag1 autocorrelation and skewness) based on daily milk production records
RidgeModels | The function RidgeModels allows the visualization of the distribution of model's ranks across individuals using ridge density plots