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SoBrief
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The Theory That Would Not Die
by Sharon Bertsch McGrayne • 2011
Statisticians said it was dead. Turing used it to crack Enigma. Computers made it unstoppable.
3.77
3k+
The Theory That Would Not Die Summary
The Theory That Would Not Die 92%
Statisticians said it was dead. Turing used it to crack Enigma. Computers made it unstoppable.
by Sharon Bertsch McGrayne 2011
3.77
3k+ ratings
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+
The Art of Statistics Summary
The Art of Statistics 91%
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
AIQ
by Nick Polson • 2018
What a 19th-century nurse and a lost submarine reveal about the algorithms that now run your life.
4.15
742
AIQ Summary
AIQ 91%
What a 19th-century nurse and a lost submarine reveal about the algorithms that now run your life.
by Nick Polson 2018
4.15
742 ratings
Chancing It
by Robert Matthews • 2017
How a formula from 17th-century gambling can tell you what any decision is worth.
3.81
227
Chancing It Summary
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
Statistics 101
by David Borman • 2018
A single-volume stats class: summarize data, test hunches, and build forecasts, minus the jargon.
2.94
147
Statistics 101 Summary
Statistics 101 90%
A single-volume stats class: summarize data, test hunches, and build forecasts, minus the jargon.
by David Borman 2018
2.94
147 ratings
Practical Statistics for Data Scientists
by Peter Bruce • 2017
The statistical methods data scientists use daily, from boxplots to bootstrap, minus the proofs.
4.02
545
Practical Statistics for Data Scientists Summary
Practical Statistics for Data Scientists 90%
The statistical methods data scientists use daily, from boxplots to bootstrap, minus the proofs.
by Peter Bruce 2017
4.02
545 ratings
Naked Statistics
by Charles Wheelan • 2012
Statistics explained so well you'll stop fearing the numbers and start questioning the headlines.
3.96
15k+
Naked Statistics Summary
Naked Statistics 90%
Statistics explained so well you'll stop fearing the numbers and start questioning the headlines.
by Charles Wheelan 2012
3.96
15k+ ratings
Introduction To Machine Learning
by Ethem Alpaydin • 2004
The mathematical core of machine learning, taught without cutting corners: from Bayes to boosting.
3.78
251
Introduction To Machine Learning Summary
Introduction To Machine Learning 90%
The mathematical core of machine learning, taught without cutting corners: from Bayes to boosting.
by Ethem Alpaydin 2004
3.78
251 ratings
How to Measure Anything
by Douglas W. Hubbard • 1985
That thing you call immeasurable? Redefine measurement; the toolkit is simpler than anyone admits.
3.90
4k+
How to Measure Anything Summary
How to Measure Anything 90%
That thing you call immeasurable? Redefine measurement; the toolkit is simpler than anyone admits.
by Douglas W. Hubbard 1985
3.90
4k+ ratings
The Art of Uncertainty
by David Spiegelhalter • 2024
A statistician reframes luck, chance, and ignorance as manageable relationships, not cosmic curses.
3.78
833
The Art of Uncertainty Summary
The Art of Uncertainty 90%
A statistician reframes luck, chance, and ignorance as manageable relationships, not cosmic curses.
by David Spiegelhalter 2024
3.78
833 ratings
Think Stats
by Allen B. Downey • 2011
Statistics taught through code: why simulation and real data beat memorization every time.
3.64
469
Think Stats Summary
Think Stats 90%
Statistics taught through code: why simulation and real data beat memorization every time.
by Allen B. Downey 2011
3.64
469 ratings
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
The Numbers Game Summary
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
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 Intelligence Summary
Risk Intelligence 89%
Your probability estimates are worse than you think. It's trainable, and the payoff is real.
by Dylan Evans 2012
3.71
256 ratings
Statistics for Dummies
by Deborah J. Rumsey • 2003
The numbers behind the headline, the margin of error they hid, and how to spot the difference.
3.66
667
Statistics for Dummies Summary
Statistics for Dummies 89%
The numbers behind the headline, the margin of error they hid, and how to spot the difference.
by Deborah J. Rumsey 2003
3.66
667 ratings
Practical Statistics for Data Scientists
by Peter Bruce • 2020
The statistics data scientists actually use, from EDA to ensembles, with working R and Python code.
4.21
261
Practical Statistics for Data Scientists Summary
Practical Statistics for Data Scientists 89%
The statistics data scientists actually use, from EDA to ensembles, with working R and Python code.
by Peter Bruce 2020
4.21
261 ratings
Calculated Risks
by Gerd Gigerenzer • 2002
How to tell when a percentage misleads you, and the reframing that reveals the truth.
3.96
671
Calculated Risks Summary
Calculated Risks 89%
How to tell when a percentage misleads you, and the reframing that reveals the truth.
by Gerd Gigerenzer 2002
3.96
671 ratings
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+
The Laws of Medicine Summary
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
Everything Is Predictable
by Tom Chivers • 2024
The math behind your spam filter also reveals that your brain is hallucinating reality.
4.02
1k+
Everything Is Predictable Summary
Everything Is Predictable 89%
The math behind your spam filter also reveals that your brain is hallucinating reality.
by Tom Chivers 2024
4.02
1k+ ratings
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+
How Not to Be Wrong Summary
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
The Elements of Statistical Learning
by Trevor Hastie • 2001
The unified mathematical engine under linear regression, trees, and neural nets.
4.43
2k+
The Elements of Statistical Learning Summary
The Elements of Statistical Learning 89%
The unified mathematical engine under linear regression, trees, and neural nets.
by Trevor Hastie 2001
4.43
2k+ ratings
Becoming a Data Head
by Alex J. Gutman • 2021
The critical thinking toolkit for anyone who works with data but never plans to code.
4.18
480
Becoming a Data Head Summary
Becoming a Data Head 89%
The critical thinking toolkit for anyone who works with data but never plans to code.
by Alex J. Gutman 2021
4.18
480 ratings
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+
Numbers Rule Your World Summary
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
How to Predict Everything
by William Poundstone • 2019
The math that gives humanity 760 more years also explains why aliens never call.
3.19
68
How to Predict Everything Summary
How to Predict Everything 89%
The math that gives humanity 760 more years also explains why aliens never call.
by William Poundstone 2019
3.19
68 ratings
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 Summary
The Math of Life and Death 89%
Key mathematical ideas govern medicine, law, and media, and your intuition gets each one wrong.
by Kit Yates 2019
3.90
2k+ ratings
Fundamentals of Machine Learning for Predictive Data Analytics
by John D. Kelleher • 2015
Pick the right machine learning approach for any business problem, guided by real case studies.
4.35
105
Fundamentals of Machine Learning for Predictive Data Analytics Summary
Fundamentals of Machine Learning for Predictive Data Analytics 88%
Pick the right machine learning approach for any business problem, guided by real case studies.
by John D. Kelleher 2015
4.35
105 ratings
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+
The Improbability Principle Summary
The Improbability Principle 88%
Why do extremely unlikely events happen daily? A few hidden laws make the extraordinary routine.
by David J. Hand 2014
3.73
2k+ ratings
The Book of Why
by Judea Pearl • 2018
Data can't tell you why. A mathematical science of cause and effect finally can.
3.93
7k+
The Book of Why Summary
The Book of Why 88%
Data can't tell you why. A mathematical science of cause and effect finally can.
by Judea Pearl 2018
3.93
7k+ ratings
How to Measure Anything Workbook
by Douglas W. Hubbard • 2014
Why everything is measurable and how to do it: a toolkit for turning uncertainties into dollars.
4.08
219
How to Measure Anything Workbook Summary
How to Measure Anything Workbook 88%
Why everything is measurable and how to do it: a toolkit for turning uncertainties into dollars.
by Douglas W. Hubbard 2014
4.08
219 ratings
Practical Time Series Analysis
by Aileen Nielsen • 2019
When ARIMA beats deep learning, and when it doesn't: the pipeline from cleaning to prediction.
3.77
64
Practical Time Series Analysis Summary
Practical Time Series Analysis 88%
When ARIMA beats deep learning, and when it doesn't: the pipeline from cleaning to prediction.
by Aileen Nielsen 2019
3.77
64 ratings
Robin Hood Math
by Noah Giansiracusa • 2025
Algorithms price your insurance, rank your resume, curate your reality. The math that fights back.
3.91
185
Robin Hood Math Summary
Robin Hood Math 88%
Algorithms price your insurance, rank your resume, curate your reality. The math that fights back.
by Noah Giansiracusa 2025
3.91
185 ratings
How to Measure Anything in Cybersecurity Risk
by Douglas W. Hubbard • 2016
Cybersecurity swears its risks defy measurement. A quantitative toolkit that says otherwise.
4.06
381
How to Measure Anything in Cybersecurity Risk Summary
How to Measure Anything in Cybersecurity Risk 88%
Cybersecurity swears its risks defy measurement. A quantitative toolkit that says otherwise.
by Douglas W. Hubbard 2016
4.06
381 ratings
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
The Flaw of Averages Summary
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
What Is This Thing Called Science?
by Alan F. Chalmers • 1976
From Popper's falsification to Kuhn's revolutions: why no single method can define science.
3.79
2k+
What Is This Thing Called Science? Summary
What Is This Thing Called Science? 88%
From Popper's falsification to Kuhn's revolutions: why no single method can define science.
by Alan F. Chalmers 1976
3.79
2k+ ratings
Rationality
by Steven Pinker • 2021
How a single mental toolkit built science, law, and democracy, and why it keeps short-circuiting.
3.84
7k+
Rationality Summary
Rationality 88%
How a single mental toolkit built science, law, and democracy, and why it keeps short-circuiting.
by Steven Pinker 2021
3.84
7k+ ratings
How to Read Numbers
by Tom Chivers • 2021
Missing denominators, tiny samples, and the WWII plane error that bends every news stat.
4.32
478
How to Read Numbers Summary
How to Read Numbers 88%
Missing denominators, tiny samples, and the WWII plane error that bends every news stat.
by Tom Chivers 2021
4.32
478 ratings
Standard Deviations
by Gary Smith • 2014
Tortured data, seductive charts, and the cognitive bugs that turn noise into insight.
3.95
911
Standard Deviations Summary
Standard Deviations 88%
Tortured data, seductive charts, and the cognitive bugs that turn noise into insight.
by Gary Smith 2014
3.95
911 ratings
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 88%
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
Research Methodology
by C.R. Kothari • 1985
The gap between a research question and a publishable finding, bridged step by step.
3.88
306
Research Methodology Summary
Research Methodology 88%
The gap between a research question and a publishable finding, bridged step by step.
by C.R. Kothari 1985
3.88
306 ratings
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
The Norm Chronicles Summary
The Norm Chronicles 88%
Why we fear plane crashes but not burgers: the stories and numbers behind your worst instincts.
by Michael Blastland 2014
3.59
564 ratings
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
The Failure of Risk Management Summary
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
The Signal and the Noise
by Nate Silver • 2012
Why weather forecasters improve while economists flounder, and what that reveals about prediction.
3.97
53k+
The Signal and the Noise Summary
The Signal and the Noise 88%
Why weather forecasters improve while economists flounder, and what that reveals about prediction.
by Nate Silver 2012
3.97
53k+ ratings
An Introduction to Decision Theory
by Martin Peterson • 2009
Probability is a philosophical puzzle; how you define it changes what counts as rational.
3.77
131
An Introduction to Decision Theory Summary
An Introduction to Decision Theory 88%
Probability is a philosophical puzzle; how you define it changes what counts as rational.
by Martin Peterson 2009
3.77
131 ratings
My Good Grief
by Cindyanne Kershaw • 2006
Seen enough options? There is a mathematically optimal moment to stop looking and commit.
4.50
2
My Good Grief Summary
My Good Grief 88%
Seen enough options? There is a mathematically optimal moment to stop looking and commit.
by Cindyanne Kershaw 2006
4.50
2 ratings
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+
How to Make the World Add Up Summary
How to Make the World Add Up 88%
Bad statistics weaponize your feelings. Ten rules for seeing what the numbers actually say.
by Tim Harford 2020
4.12
8k+ ratings
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
How to Expect the Unexpected Summary
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
SPSS Survival Manual
by Julie Pallant • 2001
Your SPSS survival guide: plain-English steps from data entry to ANOVA, no stats panic required.
4.11
372
SPSS Survival Manual Summary
SPSS Survival Manual 88%
Your SPSS survival guide: plain-English steps from data entry to ANOVA, no stats panic required.
by Julie Pallant 2001
4.11
372 ratings
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+
Algorithms to Live By Summary
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
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
So lügt man mit Statistik Summary
So lügt man mit Statistik 88%
Precision, percentages, and pretty charts: a catalog of ways statistics are rigged to mislead you.
by Walter Krämer 1991
3.74
136 ratings
A Survival Guide to the Misinformation Age
by David J. Helfand • 2016
Mental tools from science that let you gut-check any claim yourself, no search engine required.
3.71
220
A Survival Guide to the Misinformation Age Summary
A Survival Guide to the Misinformation Age 88%
Mental tools from science that let you gut-check any claim yourself, no search engine required.
by David J. Helfand 2016
3.71
220 ratings
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
The Tiger That Isn't Summary
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
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