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Marketing Analytics cover

Marketing Analytics

Based on First Principles

by Robert W. Palmatier, J. Andrew Petersen, Frank Germann

1st Edition

Publisher: Bloomsbury Academic

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Book Details

Print ISBN9781352013191
eText ISBN9781352013207
PublisherBloomsbury Academic
Publishing Year2022
Edition1st Edition
LanguageEnglish
Pages432

Marketing Analytics: Based on First Principles, 1st Edition, organizes analytical tools, marketing models, and methodologies around the First Principles of Marketing framework. This research-based, action-oriented textbook guides learners in determining when and how to apply specific quantitative techniques to solve strategic marketing problems.

Coverage examines key market dynamics, addressing customer differences, customer changes over time, competitor reactions, and organizational resource constraints. Practical descriptions, vivid examples, and an integrated running case study contextualize technical analyses across these strategic areas.

Designed for advanced undergraduate, postgraduate, and MBA marketing students, the textbook also supports industry practitioners seeking an evidence-based approach to strategic planning and decision-making.

Table of Contents

  1. Chapter 1: Introduction to Marketing Analytics Based on First Principles

  2. Chapter 2: Understanding Marketing Principles #1: All Customers Differ

  3. Chapter 3: Cluster Analysis for Segmentation

  4. Chapter 4: Discriminant Analysis for Targeting and Classification

  5. Chapter 5: Perceptual and Preference Mapping for Competitive Positioning

  6. Chapter 6: Understanding Marketing Principle #2: All Customers Change

  7. Chapter 7: RFM Analysis

  8. Chapter 8: Logistic Regression

  9. Chapter 9: Customer Lifetime Value

  10. Chapter 10: Understanding Marketing Principle #3: All Competitors React

  11. Chapter 11: Survey Design and Testing to Derive Customer Insights

  12. Chapter 12: Conjoint Analysis for Product and Pricing Decisions

  13. Chapter 13: Forecasting Sales for New Products

  14. Chapter 14: Understanding Marketing Principle #4: All Resources are Limited

  15. Chapter 15: Using Marketing Mix Models to Optimize the Marketing Mix

  16. Chapter 16: Using Marketing Experiments to Optimize the Marketing Mix

  17. Chapter 17: Using Topic Models to Glean Customer Insights

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