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Thinking Clearly with Data: A Guide to Quantitative Reasoning and Analysis
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Barnes and Noble
Thinking Clearly with Data: A Guide to Quantitative Reasoning and Analysis
Current price: $105.00
Barnes and Noble
Thinking Clearly with Data: A Guide to Quantitative Reasoning and Analysis
Current price: $105.00
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Size: Hardcover
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An introduction to data science or statistics shouldn’t involve proving complex theorems or memorizing obscure terms and formulas, but that is exactly what most introductory quantitative textbooks emphasize. In contrast,
focuses, first and foremost, on critical thinking and conceptual understanding in order to teach students how to be better consumers and analysts of the kinds of quantitative information and arguments that they will encounter throughout their lives.
Among much else, the book teaches how to assess whether an observed relationship in data reflects a genuine relationship in the world and, if so, whether it is causal; how to make the most informative comparisons for answering questions; what questions to ask others who are making arguments using quantitative evidence; which statistics are particularly informative or misleading; how quantitative evidence should and shouldn’t influence decision-making; and how to make better decisions by using moral values as well as data. Filled with real-world examples, the book shows how its thinking tools apply to problems in a wide variety of subjects, including elections, civil conflict, crime, terrorism, financial crises, health care, sports, music, and space travel.
Above all else,
demonstrates why, despite the many benefits of our data-driven age, data can never be a substitute for thinking.