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Probably Overthinking It: How to Use Data to Answer Questions, Avoid Statistical Traps, and Make Better Decisions - Allen B. Downey - Allen B. Downey


Probably Overthinking It: How to Use Data to Answer Questions, Avoid Statistical Traps, and Make Better Decisions - Allen B. Downey
145.06 Lei

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(01-07-2024)
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An essential guide to the ways Data can improve decision making.
Even if you have never studied statistics--or if you have and forgot everything you learned--this book will offer new insight into the methods and measurements that help us understand the world..
Using Data visualizations instead of equations, he builds understanding from the basics to help you recognize errors--whether in your own thinking or media reports.
He lays out common pitfalls--like the base rate fallacy, length-biased sampling, and Simpson\'s paradox--and shines a light on what we learn when we interpret Data correctly, and what goes wrong when we don\'t.
Probably Overthinking It uses real Data to delve into real examples with real consequences, drawing on cases from health campaigns, political beliefs, chess rankings, and more.
There are right and wrong ways to look at numbers, and Downey will help you see which is which.
Simple misunderstandings have led to incorrect patient prognoses, underestimated the likelihood of large earthquakes, hindered social justice efforts, and resulted in dubious policy decisions.
As he makes clear in this accessible introduction to Statistical thinking, the stakes are big.
Downey knows well that we have both an innate ability to understand statistics and to be fooled by them.
Blogger, teacher, and computer scientist Allen B.
Statistics are everywhere: in news reports, at the doctor\'s office, and in every sort of forecast, from the stock market to the weather report.
An essential guide to the ways Data can improve decision making


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