Ensemble Models for Lactation Curves

Documentation for package ‘EMOTIONS’ version 1.1

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