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Data Analysis in the Psychological Sciences A Practical, Applied, Multimedia Approach Leyre Castro

By: Contributor(s): Material type: TextTextSeries: Open textbook libraryDistributor: Minneapolis, MN Open Textbook LibraryPublisher: Johnson County, IA University of Iowa Libraries [2023]Copyright date: ©2023Description: 1 online resourceContent type:
  • text
Media type:
  • computer
Carrier type:
  • online resource
Subject(s): LOC classification:
  • QA1
  • QA273-280
  • BF121
Online resources:
Contents:
Introduction -- Main Body -- Unit 1. Introduction to Statistics for Psychological Science -- Unit 2. Managing Data -- Unit 3. Descriptive Statistics for Psychological Research -- Unit 4. Descriptive Statistics with Excel -- Unit 5. Statistics with R: Introduction and Descriptive Statistics -- Unit 6. Brief Introduction to Statistical Significance -- Unit 7. Correlational Measures -- Unit 8. Scatterplots and Correlational Analysis in R -- Unit 9. Simple Linear Regression -- Unit 10. Simple Linear Regression in R -- Glossary
Subject: This open resources textbook contains 10 Units that describe and explain the main concepts in statistical analysis of psychological data. In addition to conceptual descriptions and explanations of the basic analyses for descriptive statistics, this textbook also explains how to conduct those analyses with common statistical software (Excel) and open-source free software (R).
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Introduction -- Main Body -- Unit 1. Introduction to Statistics for Psychological Science -- Unit 2. Managing Data -- Unit 3. Descriptive Statistics for Psychological Research -- Unit 4. Descriptive Statistics with Excel -- Unit 5. Statistics with R: Introduction and Descriptive Statistics -- Unit 6. Brief Introduction to Statistical Significance -- Unit 7. Correlational Measures -- Unit 8. Scatterplots and Correlational Analysis in R -- Unit 9. Simple Linear Regression -- Unit 10. Simple Linear Regression in R -- Glossary

This open resources textbook contains 10 Units that describe and explain the main concepts in statistical analysis of psychological data. In addition to conceptual descriptions and explanations of the basic analyses for descriptive statistics, this textbook also explains how to conduct those analyses with common statistical software (Excel) and open-source free software (R).

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In English.

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