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Statistical Thinking
Analyzing Data in an Uncertain World
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Statistical Thinking
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See more"An introductory-level statistics textbook for psychology students"--
Book Hero Magic formatted this description to make it easier to read. While it's new and
still learning, it may not be perfect - your
feedback is welcome!
Description
An essential introduction to Statistical Thinking for students of psychology and the social sciences.
Statistical thinking is increasingly essential to understanding our complex world and making informed decisions based on uncertain data. This incisive undergraduate textbook introduces students to the main ideas of statistics in a way that focuses on deep comprehension rather than rote application or mathematical immersion.
The presentation of statistical concepts is thoroughly modern, sharing cutting-edge ideas from the fields of machine learning and data science that help students effectively use statistical methods to ask questions about data. Statistical Thinking provides the tools to describe complex patterns that emerge from data and to make accurate predictions and decisions based on data.
- Introduces statistics from a uniquely modern standpoint, helping students to use the basic ideas of statistics to analyse real data.
- Presents a model of statistics that ties together a broad range of statistical techniques that can be used to answer many different kinds of questions.
- Explains how to use statistics to generate reproducible findings and avoid common mistakes in statistical practice.
- Includes a wealth of examples using real-world data.
- Accompanied by computer code in R and in Python β freely available online β that enables students to see how each example is generated and to code their own analyses.
Book Details
INFORMATION
ISBN: 9780691218441
Publisher: Princeton University Press
Format: Paperback / softback
Date Published: 20 June 2023
Country: United States
Imprint: Princeton University Press
Illustration: 116 b/w illus. 39 tables.
Audience: General / adult, Tertiary education, Professional and scholarly
DIMENSIONS
Width: 178.0mm
Height: 254.0mm
Weight: 250g
Pages: 280
About the Author
Russell A. Poldrack is the Albert Ray Lang Professor of Psychology at Stanford University, where he is director of the Stanford Center for Open and Reproducible Science. His books include Hard to Break: Why Our Brains Make Habits Stick and The New Mind Readers: What Neuroimaging Can and Cannot Reveal about Our Thoughts (both Princeton).
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