Introduction to quantitative analysis for international educators / Melissa Whatley.
Whatley, Melissa, author.
2022
LB1028
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Title
Introduction to quantitative analysis for international educators / Melissa Whatley.
Author
Whatley, Melissa, author.
ISBN
9783030938314 (electronic bk.)
303093831X (electronic bk.)
9783030938307
3030938301
DOI
https://doi.org/10.1007/978-3-030-93831-4
Published
Cham : Springer, [2022]
Copyright
©2022
Language
English
Description
1 online resource : illustrations (some color).
Item Number
10.1007/978-3-030-93831-4 doi
Call Number
LB1028
Dewey Decimal Classification
370.72
Summary
This textbook introduces international education scholars, professionals and graduate students to quantitative research methods. It provides them with the most foundational and useful concepts in quantitative analysis, using international education themes for all examples and practice problems. Readers will have a foundation to pursue more advanced methods and analyses, whether through formal training or future individual study. The book assumes no prior knowledge of quantitative analysis and is written for individuals who are new to statistics. Practice problems are found at the end of all substantive chapters, and datasets are provided so that readers can practice the analyses that are presented. Moreover, in each chapter, different statistical approaches are illustrated with real examples from international education research. These examples provide context for each statistical method and represent a wide variety of contexts in international education research, covering a variety of international education topics and a variety of regions of the world. From the instructor perspective, these example studies could be used as additional course reading. Moreover, supplemental material provides slides that instructors can modify and use in conjunction with the text.
Bibliography, etc. Note
Includes bibliographical references.
Access Note
Access limited to authorized users.
Source of Description
Online resource; title from PDF title page (SpringerLink, viewed May 6, 2022).
Series
Springer texts in education. 2366-7680
Available in Other Form
Print version: 9783030938307
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Chapter 1: Introduction
Chapter 2: Measures of Central Tendency
Chapter 3: Measures of Variability
Chapter 4: Hypothesis Testing
Chapter 5: One-way ANOVA and the Chi-Square Test of Independence
Chapter 6: Correlation
Chapter 7: Ordinary Least
Squares Regression
Chapter 8: Other Regression Concepts
Chapter 9: Introduction to Experimental and Quasi-Experimental Design
Chapter 10: Writing About Quantitative Research.

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