(Ebook PDF) Statistical Methods for Experimental Research in Education and Psychology 1st edition by Jimmie Leppink 3030212416 9783030212414 full chapters
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Authors:Jimmie Leppink , Series:Psychology [102] , Tags:Education / Curricula Education / Reference Education / Teaching / General Education / Teaching / Subjects / Mathematics Science / Study & Teaching , Author sort:Leppink, Jimmie , Languages:Languages:eng , Published:Published:May 2019 , Publisher:Springer , Comments:Comments:This work is subject to copyright. All rights are reserved by the Publisher, whether the whole or part of the material is concerned, specifically the rights of translation, reprinting, reuse of illustrations, recitation, broadcasting, reproduction on microfilms or in any other physical way, and transmission or information storage and retrieval, electronic adaptation, computer software, or by similar or dissimilar methodology now known or hereafter developed. The use of general descriptive names, registered names, trademarks, service marks, etc. in this publication does not imply, even in the absence of a specific statement, that such names are exempt from the relevant protective laws and regulations and therefore free for general use. The publisher, the authors and the editors are safe to assume that the advice and information in this book are believed to be true and accurate at the date of publication. Neither the publisher nor the authors or the editors give a warranty, expressed or implied, with respect to the material contained herein or for any errors or omissions that may have been made. The publisher remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
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Product details:
ISBN-10 : 3030212416
ISBN-13 : 9783030212414
Author : Jimmie Leppink
This book focuses on experimental research in two disciplines that have a lot of common ground in terms of theory, experimental designs used, and methods for the analysis of experimental research data: education and psychology. Although the methods covered in this book are also frequently used in many other disciplines, including sociology and medicine, the examples in this book come from contemporary research topics in education and psychology. Various statistical packages, commercial and zero-cost Open Source ones, are used. The goal of this book is neither to cover all possible statistical methods out there nor to focus on a particular statistical software package. There are many excellent statistics textbooks on the market that present both basic and advanced concepts at an introductory level and/or provide a very detailed overview of options in a particular statistical software programme.
Statistical Methods for Experimental Research in Education and Psychology 1st Table of contents:
Part I. Common Questions
1. The Question-Design-Analysis Bridge
2. Statistical Testing and Estimation
3. Measurement and Quality Criteria
4. Dealing with Missing Data
Part II. Types of Outcome Variables
5. Dichotomous Outcome Variables
6. Multicategory Nominal Outcome Variables
7. Ordinal Outcome Variables
8. Quantitative Outcome Variables
Part III. Types of Comparisons
9. Common Approaches to Multiple Testing
10. Directed Hypotheses and Planned Comparisons
11. Two-Way and Three-Way Factorial Designs
12. Factor-Covariate Combinations
Part IV. Multilevel Designs
13. Interaction Between Participants
14. Two or More Raters
15. Group-by-Time Interactions
16. Models for Treatment Order Effects
Part V. General Recommendations
17. A General Pragmatic Approach to Statistical Testing and Estimation
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