Title: Behavioral Data Analysis with R and Python: Customer-Driven Data for Real Business Results
Publisher: O'Reilly Media, Inc, USA
Publication Date: 2021
Language: English
ISBN 10: 1492061379
ISBN 13: 9781492061373
Binding: Soft cover
Condition: New

About this title

Synopsis

Harness the full power of the behavioral data in your company by learning tools specifically designed for behavioral data analysis. Common data science algorithms and predictive analytics tools treat customer behavioral data, such as clicks on a website or purchases in a supermarket, the same as any other data. Instead, this practical guide introduces powerful methods specifically tailored for behavioral data analysis.

Advanced experimental design helps you get the most out of your A/B tests, while causal diagrams allow you to tease out the causes of behaviors even when you can't run experiments. Written in an accessible style for data scientists, business analysts, and behavioral scientists, this practical book provides complete examples and exercises in R and Python to help you gain more insight from your data--immediately.

Understand the specifics of behavioral data
Explore the differences between measurement and prediction
Learn how to clean and prepare behavioral data
Design and analyze experiments to drive optimal business decisions
Use behavioral data to understand and measure cause and effect
Segment customers in a transparent and insightful way

About the Author

Florent Buisson is a behavioral economist with 10 years of experience in business, analytics, and behavioral science. He most recently started and led for four years the behavioral science team of Allstate Insurance Company.

Florent has published academic articles in journals such as the peer-reviewed Journal of Real Estate Research. He holds a Master’s degree in econometrics as well as a Ph.D. in behavioral economics from the Sorbonne University in Paris.

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