Combining multivariate cumulative sum control charts with principal component analysis and partial least squares model to detect sickness behaviour in dairy cattle
Imme Dittrich, M. Gertz, B. Maassen-Francke, K.-H. Krudewig, Wolfgang Junge, J. Krieter
Topics & Concepts
Principal component analysisPartial least squares regressionStatisticsDairy cattleMilkingMultivariate statisticsMathematicsAutomatic milkingMulticollinearityMultivariate analysisAnimal scienceRegression analysisBiologyIce calvingGeneticsLactationPregnancyAnimal Behavior and Welfare StudiesMeat and Animal Product QualityMilk Quality and Mastitis in Dairy Cows