Chapter 1 – Introduction to Marketing Analytics Based on First Principles
PART ONE – ALL CUSTOMERS DIFFER
Chapter 2 – Understanding Marketing Principles #1: All Customers Differ
Chapter 3 – Cluster Analysis for Segmentation
Chapter 4 – Discriminant Analysis for Targeting and Classification
Chapter 5 – Perceptual and Preference Mapping for Competitive Positioning
PART TWO – ALL CUSTOMERS CHANGE
Chapter 6 – Understanding Marketing Principle #2: All Customers Change
Chapter 7 – RFM Analysis
Chapter 8 – Logistic Regression
Chapter 9 – Customer Lifetime Value
PART THREE – ALL COMPETITORS REACT
Chapter 10 – Understanding Marketing Principle #3: All Competitors React
Chapter 11 – Survey Design and Testing to Derive Customer Insights
Chapter 12 – Conjoint Analysis for Product and Pricing Decisions
Chapter 13 – Forecasting Sales for New Products
PART FOUR – ALL RESOURCES ARE LIMITED
Chapter 14 - Understanding Marketing Principle #4: All Resources are Limited
Chapter 15 – Using Marketing Mix Models to Optimize the Marketing Mix
Chapter 16 – Using Marketing Experiments to Optimize the Marketing Mix
Chapter 17 – Using Topic Models to Glean Customer Insights