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Table of Contents

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Program Details

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