WehavebeengratifiedbythepopularityofthefirsteditionofTheElementsofStatisticalLearning.This,alongwiththefastpaceofresearchinthestatisticallearningfield,motivatedustoupdateourbookwithasecondedition.Wehaveaddedfournewchaptersandupdatedsomeoftheexistingch