Chapter 1: The Roles of Data and Predictive Analytics in Business Chapter 2: Reasoning with Data Chapter 3: Reasoning from Sample to Population Chapter 4: The Scientific Method: The Gold Standard for Establishing Causality Chapter 5: Linear Regression as a Fundamental Descriptive Tool Chapter 6: Correlation vs. Causality in Regression Analysis Chapter 7: Basic Methods for Establishing Causal Inference Chapter 8: Advances Methods for Establishing Causal Inference Chapter 9: Prediction for a Dichotomous Variable Chapter 10: Identification and Data Assessment
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