The elements of statistical learning-data mining, inference and prediction

Duringthepastdecadetherehasbeenanexplosionincomputationandinformationtechnology.Withithascomevastamountsofdatainavarietyoffieldssuchasmedicine,biology,finance,andmarketing.Thechallengeofunderstandingthesedatahasledtothedevelopmentofnewtoolsinthefieldofstatistics,andspawnednewareas