Summaries of books about Statistics:
The Seven Pillars of Statistical Wisdom
Stephen M. Stigler
The book explores the foundational principles of statistical thinking and how they have shaped the discipline, discussing key concepts such as aggregation, information measurement, likelihood, intercomparison, regression, design, and residual. It delves into the historical evolution of these ideas and their impact on scientific understanding and decision-making.
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Irrationality
the enemy within
Stuart Sutherland
The book explores the various ways in which human thinking often deviates from logic and reason, delving into psychological research to illustrate how biases, poor decision-making, and illogical behavior pervade everyday life. It also examines the implications of these irrational tendencies for individuals and society, offering insights into how to recognize and mitigate them.
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A Field Guide to Lies
Critical Thinking with Statistics and the Scientific Method
Daniel J. Levitin
The book provides readers with tools to evaluate the validity of information presented to them, focusing on deciphering statistics, graphs, and arguments in a world filled with misinformation. It offers practical advice on how to apply critical thinking skills to assess the credibility of scientific studies, media reports, and data claims.
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Numbers Rule Your World
The Hidden Influence of Probabilities and Statistics on Everything You Do
Kaiser Fung
The book explores the pervasive role of statistics and probability in various aspects of daily life, from sports and entertainment to health and safety. It illustrates through engaging stories and examples how these mathematical concepts shape decisions, policies, and outcomes in the modern world.
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How to Stay Smart in a Smart World
Why Human Intelligence Still Beats Algorithms
Gerd Gigerenzer
The book explores the relationship between human intelligence and artificial intelligence, arguing that despite the advancements in algorithms and technology, human intuition, creativity, and decision-making remain essential and often superior. It delves into the limitations of AI and the importance of harnessing and trusting our cognitive abilities in a technologically driven world.
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The Naked Future
What Happens in a World That Anticipates Your Every Move?
Patrick Tucker
The book explores the implications of big data and predictive analytics on society, detailing how the increasing ability to forecast individual behavior affects privacy, decision-making, and daily life. It delves into real-world examples and the potential for a future where technology can anticipate our choices, presenting both the opportunities and challenges this presents.
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