The Art of Statistics audiobook cover - Learning from Data

The Art of Statistics

Learning from Data

David Spiegelhalter

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Key Takeaways from The Art of Statistics

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Mind Map

The Art of Statistics
The Role of Statistics
Data Literacy
The PPDAC Cycle
Flaws in Data Collection
Arbitrary Definitions
Survey Biases
Presentation & Visualization
Visual Design
Framing Effects
Scientific & Publication Bias
Questionable Practices
Selective Reporting
Media Distortion
Sensationalism
Exaggerating Risk
Common Statistical Fallacies
Misleading Averages
Causation vs. Correlation
Misunderstanding Probability

Quiz — Test Your Understanding

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What does the acronym PPDAC stand for in the context of a statistician's workflow?

The Art of Statistics — Full Chapter Overview

The Art of Statistics Summary & Overview

The Art of Statistics (2019) is a non-technical introduction to the basic concepts of statistical science. Sidelining abstract mathematical analyses in favor of a more human-oriented approach, it explains how statistical science is helping us to answer questions and tell more informative stories. Stepping beyond the numbers, it also considers the role that the media and psychological bias play in the distortion of statistical claims. In these blinks you’ll find the tools and knowledge needed to understand and evaluate these claims.

Who Should Listen to The Art of Statistics?

  • Statistics students looking for a non-technical overview of basic issues
  • Journalists who want to report statistics more accurately
  • Anyone who wants to better evaluate the statistical claims they encounter day-to-day

About the Author: David Spiegelhalter

David Spiegelhalter is a British statistician and statistics communicator. One of the most cited and influential researchers in his field, he serves as the Winton Professor for the Public Understanding of Risk in the Statistical Laboratory at the University of Cambridge. He was president of the Royal Statistical Society for 2017 and 2018.

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