📊 Base-Rate Neglect

Exploring the cognitive bias that leads us to ignore statistical probabilities in favor of vivid anecdotes, and how this distortion shapes our decisions.

Calculated Risks

by Gerd Gigerenzer • 2002

How to tell when a percentage misleads you, and the reframing that reveals the truth.

3.96

671

📊 Statistical Literacy ⚠️ Risk Communication 🧠 Cognitive Biases

Calculated Risks 90%

How to tell when a percentage misleads you, and the reframing that reveals the truth.

by Gerd Gigerenzer 2002

3.96

671 ratings

📊 Statistical Literacy ⚠️ Risk Communication 🧠 Cognitive Biases

Risk Intelligence

by Dylan Evans • 2012

Your probability estimates are worse than you think. It's trainable, and the payoff is real.

3.71

256

📊 Risk Literacy 🧠 Behavioral Economics 🧩 Cognitive Biases

Risk Intelligence 90%

Your probability estimates are worse than you think. It's trainable, and the payoff is real.

by Dylan Evans 2012

3.71

256 ratings

📊 Risk Literacy 🧠 Behavioral Economics 🧩 Cognitive Biases

The Improbability Principle

by David J. Hand • 2014

Why do extremely unlikely events happen daily? A few hidden laws make the extraordinary routine.

3.73

2k+

🎲 Probability Theory ⚡ Rare Events 🧠 Cognitive Biases

The Improbability Principle 90%

Why do extremely unlikely events happen daily? A few hidden laws make the extraordinary routine.

by David J. Hand 2014

3.73

2k+ ratings

🎲 Probability Theory ⚡ Rare Events 🧠 Cognitive Biases

Chancing It

by Robert Matthews • 2017

How a formula from 17th-century gambling can tell you what any decision is worth.

3.81

227

🎲 Probability Theory 📊 Statistical Thinking 🧮 Bayesian Reasoning

Chancing It 90%

How a formula from 17th-century gambling can tell you what any decision is worth.

by Robert Matthews 2017

3.81

227 ratings

🎲 Probability Theory 📊 Statistical Thinking 🧮 Bayesian Reasoning

The Norm Chronicles

by Michael Blastland • 2014

Why we fear plane crashes but not burgers: the stories and numbers behind your worst instincts.

3.59

564

🗣️ Risk Communication 🎲 Probability Literacy 🧠 Behavioral Economics

The Norm Chronicles 90%

Why we fear plane crashes but not burgers: the stories and numbers behind your worst instincts.

by Michael Blastland 2014

3.59

564 ratings

🗣️ Risk Communication 🎲 Probability Literacy 🧠 Behavioral Economics

The Numbers Game

by Michael Blastland • 2008

Most numbers in the news mislead you; a few mental habits reveal the real story.

3.65

344

📊 Statistical Literacy 📈 Data Interpretation 🤨 Media Skepticism

The Numbers Game 89%

Most numbers in the news mislead you; a few mental habits reveal the real story.

by Michael Blastland 2008

3.65

344 ratings

📊 Statistical Literacy 📈 Data Interpretation 🤨 Media Skepticism

Decision Making and Rationality in the Modern World

by Keith E. Stanovich • 2009

Your automatic mind betrays you daily. Here is why, and how to take back control.

4.33

🧠 Cognitive Biases 🧬 Evolutionary Psychology 🎲 Probabilistic Reasoning

Decision Making and Rationality in the Modern World Summary

Decision Making and Rationality in the Modern World 89%

Your automatic mind betrays you daily. Here is why, and how to take back control.

by Keith E. Stanovich 2009

4.33

48 ratings

🧠 Cognitive Biases 🧬 Evolutionary Psychology 🎲 Probabilistic Reasoning

How to Make the World Add Up

by Tim Harford • 2020

Bad statistics weaponize your feelings. Ten rules for seeing what the numbers actually say.

4.12

8k+

🧮 Statistical Literacy 🧠 Cognitive Biases 🔍 Data Skepticism

How to Make the World Add Up 89%

Bad statistics weaponize your feelings. Ten rules for seeing what the numbers actually say.

by Tim Harford 2020

4.12

8k+ ratings

🧮 Statistical Literacy 🧠 Cognitive Biases 🔍 Data Skepticism

Innumeracy

by John Allen Paulos • 1988

A lottery ticket, a medical test, a sensational statistic: when smart people can't do the math.

3.78

5k+

🎲 Probability 🔢 Numerical Reasoning 🧠 Cognitive Biases

Innumeracy 89%

A lottery ticket, a medical test, a sensational statistic: when smart people can't do the math.

by John Allen Paulos 1988

3.78

5k+ ratings

🎲 Probability 🔢 Numerical Reasoning 🧠 Cognitive Biases

Numbers Rule Your World

by Fung • 2010

Statistics reveals why lines feel shorter, credit scores work, and safe airlines are an illusion.

3.56

1k+

📊 Statistical Literacy 📈 Data Interpretation 🎲 Probability Thinking

Numbers Rule Your World 89%

Statistics reveals why lines feel shorter, credit scores work, and safe airlines are an illusion.

by Fung 2010

3.56

1k+ ratings

📊 Statistical Literacy 📈 Data Interpretation 🎲 Probability Thinking

How We Know What Isn't So

by Thomas Gilovich • 1991

The mind finds pattern in noise, then argues for it with absolute conviction.

3.95

3k+

🧠 Cognitive Biases ❤️ Motivated Reasoning 🎲 Randomness Perception

How We Know What Isn't So 89%

The mind finds pattern in noise, then argues for it with absolute conviction.

by Thomas Gilovich 1991

3.95

3k+ ratings

🧠 Cognitive Biases ❤️ Motivated Reasoning 🎲 Randomness Perception

Fooled By Randomness & The Black Swan

by Nassim Nicholas Taleb • 2008

Stability is an illusion, prediction is a scam: the architecture of a life that needs the chaos.

4.17

287

🎲 Probability Theory ⚠️ Hidden Risks 🧠 Cognitive Biases

Fooled By Randomness & The Black Swan Summary

Fooled By Randomness & The Black Swan 89%

Stability is an illusion, prediction is a scam: the architecture of a life that needs the chaos.

by Nassim Nicholas Taleb 2008

4.17

287 ratings

🎲 Probability Theory ⚠️ Hidden Risks 🧠 Cognitive Biases

Standard Deviations

by Gary Smith • 2014

Tortured data, seductive charts, and the cognitive bugs that turn noise into insight.

3.95

911

📊 Statistical Literacy 🧠 Cognitive Biases 📉 Data Visualization

Standard Deviations 89%

Tortured data, seductive charts, and the cognitive bugs that turn noise into insight.

by Gary Smith 2014

3.95

911 ratings

📊 Statistical Literacy 🧠 Cognitive Biases 📉 Data Visualization

Good Thinking

by David Robert Grimes • 2021

Bad logic corrupts medicine, politics, and media. A physicist shows how to spot it.

4.29

312

🧠 Cognitive Biases ⚖️ Logical Fallacies 🔬 Scientific Skepticism

Good Thinking 89%

Bad logic corrupts medicine, politics, and media. A physicist shows how to spot it.

by David Robert Grimes 2021

4.29

312 ratings

🧠 Cognitive Biases ⚖️ Logical Fallacies 🔬 Scientific Skepticism

Rationality

by Steven Pinker • 2021

How a single mental toolkit built science, law, and democracy, and why it keeps short-circuiting.

3.84

7k+

🧠 Cognitive Biases 📊 Bayesian Reasoning 🎯 Game Theory

Rationality 89%

How a single mental toolkit built science, law, and democracy, and why it keeps short-circuiting.

by Steven Pinker 2021

3.84

7k+ ratings

🧠 Cognitive Biases 📊 Bayesian Reasoning 🎯 Game Theory

How Not to Be Wrong

by Jordan Ellenberg • 2014

Your brain defaults to straight lines. Math reveals the curves that keep you from being wrong.

3.95

22k+

🧮 Mathematical Thinking 📊 Statistical Thinking 🧠 Cognitive Biases

How Not to Be Wrong 89%

Your brain defaults to straight lines. Math reveals the curves that keep you from being wrong.

by Jordan Ellenberg 2014

3.95

22k+ ratings

🧮 Mathematical Thinking 📊 Statistical Thinking 🧠 Cognitive Biases

The Laws of Medicine

by Siddhartha Mukherjee • 2015

Why a strong hunch beats a weak test, and other laws of a science built on uncertainty.

4.07

5k+

🧮 Bayesian Reasoning 🧠 Clinical Reasoning ❓ Medical Uncertainty

The Laws of Medicine 89%

Why a strong hunch beats a weak test, and other laws of a science built on uncertainty.

by Siddhartha Mukherjee 2015

4.07

5k+ ratings

🧮 Bayesian Reasoning 🧠 Clinical Reasoning ❓ Medical Uncertainty

So lügt man mit Statistik

by Walter Krämer • 1991

Precision, percentages, and pretty charts: a catalog of ways statistics are rigged to mislead you.

3.74

136

📊 Statistical Literacy 🎭 Data Manipulation 🧠 Cognitive Biases

So lügt man mit Statistik 89%

Precision, percentages, and pretty charts: a catalog of ways statistics are rigged to mislead you.

by Walter Krämer 1991

3.74

136 ratings

📊 Statistical Literacy 🎭 Data Manipulation 🧠 Cognitive Biases

Rock Breaks Scissors

by William Poundstone • 2014

Why you can outguess anyone: the predictable mistakes we make when we try to be random.

3.50

772

📈 Behavioral Economics 🧩 Cognitive Biases 🔍 Pattern Recognition

Rock Breaks Scissors 89%

Why you can outguess anyone: the predictable mistakes we make when we try to be random.

by William Poundstone 2014

3.50

772 ratings

📈 Behavioral Economics 🧩 Cognitive Biases 🔍 Pattern Recognition

A Mathematician Reads the Newspaper

by John Allen Paulos • 1997

The morning paper rests on hidden math. A mathematician reveals the numbers that change the story.

3.60

1k+

A Mathematician Reads the Newspaper Summary

A Mathematician Reads the Newspaper 89%

The morning paper rests on hidden math. A mathematician reveals the numbers that change the story.

by John Allen Paulos 1997

3.60

1k+ ratings

Judgment Under Uncertainty

by Daniel Kahneman • 1982

Mental shortcuts rule under uncertainty; each creates predictable mistakes.

4.17

1k+

🔎 Cognitive Biases 🧩 Heuristics 💰 Behavioral Economics

Judgment Under Uncertainty 89%

Mental shortcuts rule under uncertainty; each creates predictable mistakes.

by Daniel Kahneman 1982

4.17

1k+ ratings

🔎 Cognitive Biases 🧩 Heuristics 💰 Behavioral Economics

How to Expect the Unexpected

by Kit Yates • 2023

Master the science of prediction: why your gut fails, and when the smartest forecast is none.

3.69

188

🔮 Forecasting 🧠 Cognitive Biases 🎲 Probability

How to Expect the Unexpected 88%

Master the science of prediction: why your gut fails, and when the smartest forecast is none.

by Kit Yates 2023

3.69

188 ratings

🔮 Forecasting 🧠 Cognitive Biases 🎲 Probability

The Black Swan

by Nassim Nicholas Taleb • 2007

The bell curve is a map that fails exactly where the terrain gets dangerous.

3.96

123k+

🛡️ Risk Management 🎲 Tail Risk 🧠 Cognitive Biases

The Black Swan 88%

The bell curve is a map that fails exactly where the terrain gets dangerous.

by Nassim Nicholas Taleb 2007

3.96

123k+ ratings

🛡️ Risk Management 🎲 Tail Risk 🧠 Cognitive Biases

Risk Savvy

by Gerd Gigerenzer • 2013

Most real life is uncertainty, not risk. Simple decision rules beat complex models there.

4.01

2k+

🧠 Decision Science 🔍 Cognitive Biases 📊 Risk Literacy

Risk Savvy 88%

Most real life is uncertainty, not risk. Simple decision rules beat complex models there.

by Gerd Gigerenzer 2013

4.01

2k+ ratings

🧠 Decision Science 🔍 Cognitive Biases 📊 Risk Literacy

The Art of Uncertainty

by David Spiegelhalter • 2024

A statistician reframes luck, chance, and ignorance as manageable relationships, not cosmic curses.

3.78

833

🎲 Probability Theory 📊 Statistical Thinking 🧠 Bayesian Reasoning

The Art of Uncertainty 88%

A statistician reframes luck, chance, and ignorance as manageable relationships, not cosmic curses.

by David Spiegelhalter 2024

3.78

833 ratings

🎲 Probability Theory 📊 Statistical Thinking 🧠 Bayesian Reasoning

May Contain Lies

by Alex Edmans • 2024

Why bad statistics and success stories feel convincing, and a systematic way to see through them.

4.11

1k+

🧠 Cognitive Biases 🤔 Critical Thinking 📰 Misinformation

May Contain Lies 88%

Why bad statistics and success stories feel convincing, and a systematic way to see through them.

by Alex Edmans 2024

4.11

1k+ ratings

🧠 Cognitive Biases 🤔 Critical Thinking 📰 Misinformation

The Tiger That Isn't

by Michael Blastland • 2007

A 40% increase sounds alarming. Should it? The simple questions that make numbers tell the truth.

3.91

670

🧮 Statistical Literacy 🔍 Data Skepticism ⚠️ Risk Assessment

The Tiger That Isn't 88%

A 40% increase sounds alarming. Should it? The simple questions that make numbers tell the truth.

by Michael Blastland 2007

3.91

670 ratings

🧮 Statistical Literacy 🔍 Data Skepticism ⚠️ Risk Assessment

Fooled by Randomness

by Nassim Nicholas Taleb • 2001

Ten thousand coin-flippers produce three hundred geniuses. The biographies write themselves.

4.08

72k+

📈 Financial Markets 🔬 Behavioral Economics 🧠 Cognitive Biases

Fooled by Randomness 88%

Ten thousand coin-flippers produce three hundred geniuses. The biographies write themselves.

by Nassim Nicholas Taleb 2001

4.08

72k+ ratings

📈 Financial Markets 🔬 Behavioral Economics 🧠 Cognitive Biases

A Field Guide to Lies and Statistics

by Daniel J. Levitin • 2016

How to spot the tricks in any graph, survey, or news report before they fool you.

3.76

5k+

🔍 Information Literacy 💡 Critical Thinking 🤔 Cognitive Biases

A Field Guide to Lies and Statistics Summary

A Field Guide to Lies and Statistics 88%

How to spot the tricks in any graph, survey, or news report before they fool you.

by Daniel J. Levitin 2016

3.76

5k+ ratings

🔍 Information Literacy 💡 Critical Thinking 🤔 Cognitive Biases

The Drunkard's Walk

by Leonard Mlodinow • 2008

Success isn't as earned as you think. Probability decides more outcomes than talent ever does.

3.95

25k+

🎲 Probability And Chance 🧠 Cognitive Biases 💰 Behavioral Economics

The Drunkard's Walk 88%

Success isn't as earned as you think. Probability decides more outcomes than talent ever does.

by Leonard Mlodinow 2008

3.95

25k+ ratings

🎲 Probability And Chance 🧠 Cognitive Biases 💰 Behavioral Economics

Thinking Basketball

by Ben Taylor • 2016

Championship rings say nothing about a player. Neither does points per game. The stats that do.

4.17

617

🔢 Basketball Analytics 🧠 Cognitive Bias 📊 Statistical Thinking

Thinking Basketball 88%

Championship rings say nothing about a player. Neither does points per game. The stats that do.

by Ben Taylor 2016

4.17

617 ratings

🔢 Basketball Analytics 🧠 Cognitive Bias 📊 Statistical Thinking

Algorithms to Live By

by Brian Christian • 2016

When to settle, when to quit, when to trust chance: computer science already found the answers.

4.12

35k+

🧠 Algorithmic Thinking 🔬 Decision Science 📊 Bayesian Reasoning

Algorithms to Live By 88%

When to settle, when to quit, when to trust chance: computer science already found the answers.

by Brian Christian 2016

4.12

35k+ ratings

🧠 Algorithmic Thinking 🔬 Decision Science 📊 Bayesian Reasoning

Factfulness

by Hans Rosling • 2018

A chimp guessing at random outperforms experts on global trends. The data tells a better story.

4.35

203k+

🌏 Global Development 🧠 Cognitive Biases 📊 Data Literacy

Factfulness 88%

A chimp guessing at random outperforms experts on global trends. The data tells a better story.

by Hans Rosling 2018

4.35

203k+ ratings

🌏 Global Development 🧠 Cognitive Biases 📊 Data Literacy

The Failure of Risk Management

by Douglas W. Hubbard • 2009

Standard risk management makes decisions worse than guessing. The fix is simpler than you think.

3.95

413

🛡️ Risk Management 📊 Quantitative Risk 🧠 Cognitive Biases

The Failure of Risk Management 88%

Standard risk management makes decisions worse than guessing. The fix is simpler than you think.

by Douglas W. Hubbard 2009

3.95

413 ratings

🛡️ Risk Management 📊 Quantitative Risk 🧠 Cognitive Biases

Thinking 101

by Woo-Kyoung Ahn • 2022

Your brain is wired for survival, not accuracy, and its errors are predictable.

3.82

2k+

🧠 Cognitive Biases 📉 Behavioral Economics 🔗 Causal Reasoning

Thinking 101 88%

Your brain is wired for survival, not accuracy, and its errors are predictable.

by Woo-Kyoung Ahn 2022

3.82

2k+ ratings

🧠 Cognitive Biases 📉 Behavioral Economics 🔗 Causal Reasoning

Irrationality

by Stuart Sutherland • 1992

Predictable mental errors everyone makes, from overconfidence to throwing good money after bad.

3.91

2k+

🧠 Cognitive Biases 🔍 Decision Science 📊 Statistical Thinking

Irrationality 88%

Predictable mental errors everyone makes, from overconfidence to throwing good money after bad.

by Stuart Sutherland 1992

3.91

2k+ ratings

🧠 Cognitive Biases 🔍 Decision Science 📊 Statistical Thinking

Future Babble

by Dan Gardner • 2010

Confidence sells. Accuracy doesn't. Why the loudest experts are the worst forecasters.

3.79

737

🧠 Cognitive Biases 📉 Expert Forecasting 🌫️ Uncertainty Management

Future Babble 88%

Confidence sells. Accuracy doesn't. Why the loudest experts are the worst forecasters.

by Dan Gardner 2010

3.79

737 ratings

🧠 Cognitive Biases 📉 Expert Forecasting 🌫️ Uncertainty Management

The Hot Hand

by Ben Cohen • 2020

Stephen Curry didn't just get hot. He changed what science believes about streaks.

3.74

1k+

🧠 Behavioral Economics 🧩 Cognitive Biases 🏀 Sports Analytics

The Hot Hand 88%

Stephen Curry didn't just get hot. He changed what science believes about streaks.

by Ben Cohen 2020

3.74

1k+ ratings

🧠 Behavioral Economics 🧩 Cognitive Biases 🏀 Sports Analytics

Don't Believe Everything You Think

by Thomas Kida • 2006

Your brain hunts for stories, ignores stats, and rewrites its memories. Skepticism is the repair.

3.82

853

🧠 Cognitive Biases 🔬 Scientific Skepticism 💡 Critical Thinking

Don't Believe Everything You Think Summary

Don't Believe Everything You Think 88%

Your brain hunts for stories, ignores stats, and rewrites its memories. Skepticism is the repair.

by Thomas Kida 2006

3.82

853 ratings

🧠 Cognitive Biases 🔬 Scientific Skepticism 💡 Critical Thinking

How to Lie with Statistics

by Darrell Huff • 1954

The tricks behind every statistical lie you encounter, and the questions that expose them.

3.84

18k+

🧮 Statistical Literacy 🧐 Data Skepticism 📉 Misleading Graphs

How to Lie with Statistics 88%

The tricks behind every statistical lie you encounter, and the questions that expose them.

by Darrell Huff 1954

3.84

18k+ ratings

🧮 Statistical Literacy 🧐 Data Skepticism 📉 Misleading Graphs

Naked Statistics

by Charles Wheelan • 2012

Statistics explained so well you'll stop fearing the numbers and start questioning the headlines.

3.96

15k+

🧮 Statistical Literacy 🔬 Popular Science 🔗 Causal Reasoning

Naked Statistics 88%

Statistics explained so well you'll stop fearing the numbers and start questioning the headlines.

by Charles Wheelan 2012

3.96

15k+ ratings

🧮 Statistical Literacy 🔬 Popular Science 🔗 Causal Reasoning

Proof

by Adam Kucharski • 2025

Math proves, courts weigh odds, science disproves. Three logics of truth, one costly confusion.

3.79

340

🧠 Epistemology 🔬 Philosophy Of Science 🧩 Cognitive Biases

Proof 88%

Math proves, courts weigh odds, science disproves. Three logics of truth, one costly confusion.

by Adam Kucharski 2025

3.79

340 ratings

🧠 Epistemology 🔬 Philosophy Of Science 🧩 Cognitive Biases

How to Decide

by Annie Duke • 2020

Separating luck from skill: the poker champion's toolkit for decisions you won't regret.

3.96

3k+

🧱 Decision Frameworks 🧠 Cognitive Biases 📊 Behavioral Economics

How to Decide 88%

Separating luck from skill: the poker champion's toolkit for decisions you won't regret.

by Annie Duke 2020

3.96

3k+ ratings

🧱 Decision Frameworks 🧠 Cognitive Biases 📊 Behavioral Economics

The Halo Effect

by Philip M. Rosenzweig • 2007

Celebrated business books share a fatal flaw: they mistake the glow of success for its cause.

3.89

6k+

🧠 Cognitive Biases 🎲 Survivorship Bias 📊 Evidence-Based Management

The Halo Effect 88%

Celebrated business books share a fatal flaw: they mistake the glow of success for its cause.

by Philip M. Rosenzweig 2007

3.89

6k+ ratings

🧠 Cognitive Biases 🎲 Survivorship Bias 📊 Evidence-Based Management

Once Upon A Number

by John Allen Paulos • 1998

Stories and statistics are two languages your brain was never designed to reconcile.

3.36

228

🧠 Cognitive Biases 🔢 Popular Mathematics 🔍 Philosophy Of Math

Once Upon A Number 88%

Stories and statistics are two languages your brain was never designed to reconcile.

by John Allen Paulos 1998

3.36

228 ratings

🧠 Cognitive Biases 🔢 Popular Mathematics 🔍 Philosophy Of Math

The Flaw of Averages

by Sam L. Savage • 2009

A single average can sink your plan. The missing skill: thinking in distributions.

3.86

574

🧠 Decision Science 🎲 Probabilistic Thinking ⚠️ Risk Management

The Flaw of Averages 88%

A single average can sink your plan. The missing skill: thinking in distributions.

by Sam L. Savage 2009

3.86

574 ratings

🧠 Decision Science 🎲 Probabilistic Thinking ⚠️ Risk Management

The Math of Life and Death

by Kit Yates • 2019

Key mathematical ideas govern medicine, law, and media, and your intuition gets each one wrong.

3.90

2k+

The Math of Life and Death 88%

Key mathematical ideas govern medicine, law, and media, and your intuition gets each one wrong.

by Kit Yates 2019

3.90

2k+ ratings

Rationality

by Eliezer Yudkowsky • 2015

Human reason is buggy code. Here is the patch from cognitive science and AI.

4.32

2k+

🧠 Cognitive Biases 🛠️ Debiasing 📊 Bayesian Reasoning

Rationality 88%

Human reason is buggy code. Here is the patch from cognitive science and AI.

by Eliezer Yudkowsky 2015

4.32

2k+ ratings

🧠 Cognitive Biases 🛠️ Debiasing 📊 Bayesian Reasoning

The Art of Statistics

by David Spiegelhalter • 2019

Numbers are mute. How statisticians make them speak, and why p-values and correlation aren't enough.

4.15

6k+

🧮 Statistical Literacy 🔗 Causal Inference 🎲 Bayesian Methods

The Art of Statistics 88%

Numbers are mute. How statisticians make them speak, and why p-values and correlation aren't enough.

by David Spiegelhalter 2019

4.15

6k+ ratings

🧮 Statistical Literacy 🔗 Causal Inference 🎲 Bayesian Methods

Think Twice

by Michael J. Mauboussin • 2009

Smart people fail at decisions because the mind's ancient shortcuts misfire in modern complexity.

3.93

1k+

🧠 Behavioral Economics 🔍 Cognitive Biases 📊 Decision Science

Think Twice 88%

Smart people fail at decisions because the mind's ancient shortcuts misfire in modern complexity.

by Michael J. Mauboussin 2009

3.93

1k+ ratings

🧠 Behavioral Economics 🔍 Cognitive Biases 📊 Decision Science

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