TY - BOOK AU - Prince, Jeffrey T., TI - Predictive analytics for business strategy: reasoning from data to actionable knowledge SN - 9781260084641 U1 - 658.4012 PY - 2021/// CY - New York, NY PB - McGraw-Hill Education KW - Industrial management KW - Statistical methods KW - Decision making N1 - Includes index; The roles of data and predictive analytics in business -- Reasoning with data -- Reasoning from sample to population -- The scientific method : the gold standard for establishing causality -- Linear regression as a fundamental descriptive tool -- Correlation vs. causality in regression analysis -- Basic methods for establishing causal inference -- Advanced methods for establishing causal inference -- Prediction for a dichotomous variable -- Identification and data assessment ER -