KUMAR, DINESH U

BUSINESS ANALYTICS THE SCIENCE OF DATA DRIVEN DECISION MAKING - WILEY

978-8126568772


INTRODUCTION TO BUSINESS ANALYTICS. DESCRIPTIVE ANALYTICS.. INTRODUCTION TO PROBABILITY. SAMPLING AND ESTIMATION. CONFIDENCE INTERVALS. HYPOTHESIS TESTING . ANALYSIS OF VARIANCE. CORRELATION ANALYSIS. SIMPLE LINEAR REGRESSION . MULTIPLE LINEAR REGRESSION . LOGISTIC REGRESSION. DECISION TREES. FORESTING TECHNIQUES . CLUSTERING .PERSPECTIVE ANALYSIS . STOCHASTIC MODELS. SIX SIGMA. --ANOVA