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Handbook of Educational Measurement and Psychometrics Using R

2018-09-03 Mathematics
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Release : 2018-09-03
Genre : Mathematics
Kind : eBook
Book Rating : 142/5 ( reviews)

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Book Synopsis Handbook of Educational Measurement and Psychometrics Using R by : Christopher D. Desjardins

Download or read book Handbook of Educational Measurement and Psychometrics Using R written by Christopher D. Desjardins. This book was released on 2018-09-03. Available in PDF, EPUB and Kindle. Book excerpt: Currently there are many introductory textbooks on educational measurement and psychometrics as well as R. However, there is no single book that covers important topics in measurement and psychometrics as well as their applications in R. The Handbook of Educational Measurement and Psychometrics Using R covers a variety of topics, including classical test theory; generalizability theory; the factor analytic approach in measurement; unidimensional, multidimensional, and explanatory item response modeling; test equating; visualizing measurement models; measurement invariance; and differential item functioning. This handbook is intended for undergraduate and graduate students, researchers, and practitioners as a complementary book to a theory-based introductory or advanced textbook in measurement. Practitioners and researchers who are familiar with the measurement models but need to refresh their memory and learn how to apply the measurement models in R, would find this handbook quite fulfilling. Students taking a course on measurement and psychometrics will find this handbook helpful in applying the methods they are learning in class. In addition, instructors teaching educational measurement and psychometrics will find our handbook as a useful supplement for their course.

Handbook of Educational Measurement and Psychometrics Using R

2017 Electronic books
Download Handbook of Educational Measurement and Psychometrics Using R PDF Online Free

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Release : 2017
Genre : Electronic books
Kind : eBook
Book Rating : 268/5 ( reviews)

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Book Synopsis Handbook of Educational Measurement and Psychometrics Using R by : Christopher D. Desjardins

Download or read book Handbook of Educational Measurement and Psychometrics Using R written by Christopher D. Desjardins. This book was released on 2017. Available in PDF, EPUB and Kindle. Book excerpt: "This book provides a broad overview of methods in educational and psychological measurement focusing on applications using R. It includes the key introductory topics and extends to recent research developments, such as multidimensional item response theory models. The focus is on the practical implementation of the methods, with lots of real data examples and R code integrated throughout. The book will be supplemented by an R package with all code and data available for replication. The book could be used as a supplementary text for the computing component of a course on measurement in either department."--Provided by publisher.

Educational Measurement

2016-04-26 Social Science
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Release : 2016-04-26
Genre : Social Science
Kind : eBook
Book Rating : 628/5 ( reviews)

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Book Synopsis Educational Measurement by : Craig S. Wells

Download or read book Educational Measurement written by Craig S. Wells. This book was released on 2016-04-26. Available in PDF, EPUB and Kindle. Book excerpt: This book introduces and explores major topics in contemporary educational measurement: criterion-referenced testing, item response theory (IRT), computer-based testing, cross-lingual and cross-cultural assessment, and accountability testing. Psychometric experts describe forward-looking measurement practices and provide a contextualized understanding of how and why they were developed, how they can be used, and where they may go in the future. In addition to presenting key concepts and formulas, the volume covers established and emerging applications and discusses recurrent challenges that require additional research. A helpful glossary of abbreviations is included. The book is grounded in the work of Ronald K. Hambleton.

Educational and Psychological Measurement

2018-10-12 Psychology
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Release : 2018-10-12
Genre : Psychology
Kind : eBook
Book Rating : 581/5 ( reviews)

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Book Synopsis Educational and Psychological Measurement by : W. Holmes Finch

Download or read book Educational and Psychological Measurement written by W. Holmes Finch. This book was released on 2018-10-12. Available in PDF, EPUB and Kindle. Book excerpt: This new text provides the most current coverage of measurement and psychometrics in a single volume. Authors W. Holmes Finch and Brian F. French first review the basics of psychometrics and measurement, before moving on to more complex topics such as equating and scaling, item response theory, standard setting, and computer adaptive testing. Also included are discussions of cutting-edge topics utilized by practitioners in the field, such as automated test development, game-based assessment, and automated test scoring. This book is ideal for use as a primary text for graduate-level psychometrics/measurement courses, as well as for researchers in need of a broad resource for understanding test theory. Features: "How it Works" and "Psychometrics in the Real World" boxes break down important concepts through worked examples, and show how theory can be applied to practice. End-of-chapter exercises allow students to test their comprehension of the material, while suggested readings and website links provide resources for further investigation. A collection of free online resources include the full output from R, SPSS, and Excel for each of the analyses conducted in the book, as well as additional exercises, sample homework assignments, answer keys, and PowerPoint lecture slides.

Psychometric Methods

2016-12-12 Social Science
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Release : 2016-12-12
Genre : Social Science
Kind : eBook
Book Rating : 77X/5 ( reviews)

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Book Synopsis Psychometric Methods by : Larry R. Price

Download or read book Psychometric Methods written by Larry R. Price. This book was released on 2016-12-12. Available in PDF, EPUB and Kindle. Book excerpt: Grounded in current knowledge and professional practice, this book provides up-to-date coverage of psychometric theory, methods, and interpretation of results. Essential topics include measurement and statistical concepts, scaling models, test design and development, reliability, validity, factor analysis, item response theory, and generalizability theory. Also addressed are norming and test equating, topics not typically covered in traditional psychometrics texts. Examples drawn from a dataset on intelligence testing are used throughout the book, elucidating the assumptions underlying particular methods and providing SPSS (or alternative) syntax for conducting analyses. The companion website presents datasets for all examples as well as PowerPoint slides of figures and key concepts. Pedagogical features include equation boxes with explanations of statistical notation, and end-of-chapter glossaries. The Appendix offers extensions of the topical chapters with example source code from SAS, SPSS, IRTPRO, BILOG-MG, PARSCALE, TESTFACT, and DIMTEST.

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