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The model thinker : what you need to know to make data work for you

Author: Scott E Page
Publisher: New York : Basic Books, [2018] ©2018
Edition/Format:   Print book : English : First editionView all editions and formats
Summary:
"We confront no end of complex problems: why is inequality on the rise? Why are more and more Americans clinically obese? Does a racially diverse team make better decisions? How can we predict the outcomes of elections? At the same time, we find ourselves awash in data, be it on the opioid crisis, college admissions, genetic correlates of disease, financial transactions, or athletic performance. To confront such  Read more...
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Document Type: Book
All Authors / Contributors: Scott E Page
ISBN: 0465094627 9780465094622
OCLC Number: 1028523969
Description: xiii, 427 pages : illustrations ; 25 cm
Contents: The many-model thinker --
Why model? --
The science of many models --
Modeling human actors --
Normal distributions : the bell curve --
Power-law distributions : long tails --
Linear models --
Concavity and convexity --
Models of value and power --
Network models --
Broadcast, diffusion, and contagion --
Entropy : modeling uncertainty --
Random walks --
Path dependence --
Local interaction models --
Lyapunov functions and equilibria --
Markov models --
Systems dynamics models --
Threshold models with feedbacks --
Spatial and hedonic choice --
Game theory models times three --
Models of cooperation --
Collective action problems --
Mechanism design --
Signaling models --
Models of learning --
Multi-armed bandit problems --
Rugged-landscape models --
Opioids, inequality, and humility.
Responsibility: Scott E. Page.

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How anyone can become a data ninja  Read more...

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Choice award for outstanding academic title A hands-on reference for the working data scientist, "The Model Thinker" challenges us to consider that the historical methods we have used for data Read more...

 
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    schema:description "The many-model thinker -- Why model? -- The science of many models -- Modeling human actors -- Normal distributions : the bell curve -- Power-law distributions : long tails -- Linear models -- Concavity and convexity -- Models of value and power -- Network models -- Broadcast, diffusion, and contagion -- Entropy : modeling uncertainty -- Random walks -- Path dependence -- Local interaction models -- Lyapunov functions and equilibria -- Markov models -- Systems dynamics models -- Threshold models with feedbacks -- Spatial and hedonic choice -- Game theory models times three -- Models of cooperation -- Collective action problems -- Mechanism design -- Signaling models -- Models of learning -- Multi-armed bandit problems -- Rugged-landscape models -- Opioids, inequality, and humility."@en ;
    schema:description ""We confront no end of complex problems: why is inequality on the rise? Why are more and more Americans clinically obese? Does a racially diverse team make better decisions? How can we predict the outcomes of elections? At the same time, we find ourselves awash in data, be it on the opioid crisis, college admissions, genetic correlates of disease, financial transactions, or athletic performance. To confront such complexity and put that data to use, we need models: we can use linear regression to predict sales growth, or a power-law distribution to explain city sizes and book sales. Although each model offers insight, any single model will be wrong--just ask the physicist who, trying to understand barnyard animals, imagined a spherical cow. We must be able to do better. The question is simply how. In [this book], Scott E. Page gives us the answer: many-model thinking. By applying multiple diverse frameworks, we can achieve greater insights--indeed, using many models enables us to scale a hierarchy encompassing data, information, knowledge, and ultimately wisdom. Underpinning this, Page presents twenty-five broad classes of models--including models of growth, random walks, entropy, Markov chains, and many more--in a user-friendly and highly readable format, while teaching us how and when to apply them. Whether you work in science, business, government, or even literary studies, you confront complex problems, and you have more data than ever before. The Model Thinker will show how models can make that data work for you."--Jacket."@en ;
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