Statistical Methods for Experimental Research in Education and Psychology - Jimmie Leppink

Statistical Methods for Experimental Research in Education and Psychology (eBook)

(Autor)

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2019 | 1st ed. 2019
XXVI, 289 Seiten
Springer International Publishing (Verlag)
978-3-030-21241-4 (ISBN)
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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. This is not yet another book in that genre.  

Core theme of this book is a heuristic called the question-design-analysis bridge: there is a bridge connecting research questions and hypotheses, experimental design and sampling procedures, and common statistical methods in that context. Each statistical method is discussed in a concrete context of a set of research question with directed (one-sided) or undirected (two-sided) hypotheses and an experimental setup in line with these questions and hypotheses. Therefore, the titles of the chapters in this book do not include any names of statistical methods such as 'analysis of variance' or 'analysis of covariance'. In a total of seventeen chapters, this book covers a wide range of topics of research questions that call for experimental designs and statistical methods, fairly basic or more advanced.

 

 

 


Erscheint lt. Verlag 30.5.2019
Reihe/Serie Springer Texts in Education
Sprache englisch
Themenwelt Geisteswissenschaften
Mathematik / Informatik Mathematik Statistik
Medizin / Pharmazie Medizinische Fachgebiete Psychiatrie / Psychotherapie
Sozialwissenschaften Pädagogik
Schlagworte Bayesian analysis in experimental research • Experimental research in education • Experimental research in educational psychology • Experimental research in health professions education • Experimental research in medical education • Experimental research in psychology • Experimental research on learning and instruction • Models for ordinal data in experimental research • Models for treatment order effects • Multicategory nominal outcome variables in experimental research • Multilevel analysis in experimental research • Poisson regression in experimental research • Question-design-analysis bridge • Sampling procedures for experimental research • Statistical methods for experimental research • Statistical testing and estimation in experimental research • Statistics in education research • Survival analysis in experimental research • Two one-sided tests equivalence testing in education
ISBN-10 3-030-21241-6 / 3030212416
ISBN-13 978-3-030-21241-4 / 9783030212414
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