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Thinking through statistics

Title
Thinking through statistics / John Levi Martin.
ISBN
9780226567464
022656746X
9780226567631
022656763X
9780226567778
Publication
Chicago ; London : The University of Chicago Press, 2018.
Copyright Notice Date
©2018
Physical Description
xiv, 362 pages ; 24 cm
Summary
Thinking Through Statistics is a primer on how to maintain rigorous data standards in social science work, and one that makes a strong case for revising the way that we try to use statistics to support our theories. With clever examples and witty takeaways, John Levi Martin proves himself to be a most affable tour guide through these scholarly waters. He argues that the task of social statistics isn't to estimate parameters, but to reject false theory. He illustrates common pitfalls that can keep researchers from doing just that using a combination of visualizations, re-analyses, and simulations.--cover
Format
Books
Language
English
Added to Catalog
October 10, 2018
Bibliography
Includes bibliographical references and index.
Contents
Introduction
Know your data
Selectivity
Misspecification and control
Where is the variance?
Opportunity knocks
Time and space
When the world knows more about the processes than you do
Too good to be true.
Citation

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