Why

A Guide to Finding and Using Causes

Nonfiction, Computers, Advanced Computing, Programming, Logic Design, Computer Science, Science & Nature, Mathematics, Statistics
Cover of the book Why by Samantha Kleinberg, O'Reilly Media
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Author: Samantha Kleinberg ISBN: 9781491949627
Publisher: O'Reilly Media Publication: November 16, 2015
Imprint: O'Reilly Media Language: English
Author: Samantha Kleinberg
ISBN: 9781491949627
Publisher: O'Reilly Media
Publication: November 16, 2015
Imprint: O'Reilly Media
Language: English

Can drinking coffee help people live longer? What makes a stock’s price go up? Why did you get the flu? Causal questions like these arise on a regular basis, but most people likely have not thought deeply about how to answer them.

This book helps you think about causality in a structured way: What is a cause, what are causes good for, and what is compelling evidence of causality? Author Samantha Kleinberg shows you how to develop a set of tools for thinking more critically about causes. You’ll learn how to question claims, identify causes, make decisions based on causal information, and verify causes through further tests.

Whether it’s figuring out what data you need, or understanding that the way you collect and prepare data affects the conclusions you can draw from it, Why will help you sharpen your causal inference skills.

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Can drinking coffee help people live longer? What makes a stock’s price go up? Why did you get the flu? Causal questions like these arise on a regular basis, but most people likely have not thought deeply about how to answer them.

This book helps you think about causality in a structured way: What is a cause, what are causes good for, and what is compelling evidence of causality? Author Samantha Kleinberg shows you how to develop a set of tools for thinking more critically about causes. You’ll learn how to question claims, identify causes, make decisions based on causal information, and verify causes through further tests.

Whether it’s figuring out what data you need, or understanding that the way you collect and prepare data affects the conclusions you can draw from it, Why will help you sharpen your causal inference skills.

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