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Improving Statistical Reasoning: Theoretical Models and Practical Implications



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This book discusses the improvement of statistical reasoning through the use of theoretical models and practical training programs. It highlights the effectiveness of training programs that incorporate evolutionary psychology and instructional theory, and how they have a longer-l... Read more
Key Features
Focus on improving statistical reasoning through theoretical models and practical training programs
Emphasis on the effectiveness and long-lasting impact of incorporating evolutionary psychology and instructional theory in training programs
Introduction of a neural network model to explain human performance in statistical reasoning
Targeted towards researchers in judgment and decision making, cognitive scientists, and statistics teachers
Provides insights and strategies for improving statistical reasoning skills
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Features
Author Peter Sedlmeier
Format Hardcover
ISBN 9780805832822
Publisher Psychology Press
Manufacturer Psychology Press
Description

This book focuses on how statistical reasoning works and on training programs that can exploit people's natural cognitive capabilities to improve their statistical reasoning. Training programs that take into account findings from evolutionary psychology and instructional theory are shown to have substantially larger effects that are more stable over time than previous training regimens.

The theoretical implications are traced in a neural network model of human performance on statistical reasoning problems. This book apppeals to judgment and decision making researchers and other cognitive scientists, as well as to teachers of statistics and probabilistic reasoning.


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