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Test Theory: A Unified Treatment
 
 

Test Theory: A Unified Treatment [Hardcover]

Roderick P. McDonald (Author)
5.0 out of 5 stars  See all reviews (1 customer review)

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Book Description

0805830758 978-0805830750 August 1999

This book introduces the reader to the main quantitative concepts, methods, and computational techniques needed for the development, evaluation, and application of tests in the behavioral/social sciences, including educational tests. Two empirical examples are carried throughout to illustrate alternative methods. Other data sets are used for special illustrations. Self-contained programs for confirmatory and exploratory factor analysis are available on the Web.

Intended for students of psychology, particularly educational psychology, as well as social science students interested in how tests are constructed and used, prerequisites include a course on statistics.

The programs and data files for this book can be downloaded from www.psypress.com/test-theory/


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Editorial Reviews

Review

"...I would recommend purchasing the book as a reference to consult when teaching a measurement course and conducting measurement research....the book has a great deal of excellent information presented in one source."
—Measurement in Physical Education and Exercise Science

"An enjoyable aspect of the book is McDonald's refreshing perspective on certain controversial issues....Overall... an interesting...approach to test theory that is likely to be of interest to specialists in this field."
—Journal of the American Statistical Association

"This year I am switching to this excellent book by Roderick McDonald....the text is very sophisticated, but the organization makes it very approachable for all, whether novice or expert....The writing is erudite without being pedantic and there is a sense of humor in the prose."
—Personnel Psychology


Product Details

  • Hardcover: 504 pages
  • Publisher: Psychology Press (August 1999)
  • Language: English
  • ISBN-10: 0805830758
  • ISBN-13: 978-0805830750
  • Product Dimensions: 9.3 x 6.1 x 1.3 inches
  • Shipping Weight: 1.3 pounds (View shipping rates and policies)
  • Average Customer Review: 5.0 out of 5 stars  See all reviews (1 customer review)
  • Amazon Best Sellers Rank: #786,763 in Books (See Top 100 in Books)

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8 of 8 people found the following review helpful:
5.0 out of 5 stars A fine text on Test Theory, September 6, 2007
By 
JVerkuilen (BAYSIDE, NY, United States) - See all my reviews
(REAL NAME)   
This review is from: Test Theory: A Unified Treatment (Hardcover)
I had the fortune of having one Roderick P. McDonald as my instructor in this topic, in the very last semester he taught at the University of Illinois before he retired and returned to his first love, Sydney. This textbook is, essentially, an expanded version of his lecture notes. (As an aside, Rod writes pretty much like he speaks---dry British wit and all---so if you read his book you will get a decent idea of what he is like in person.) Test Theory takes McDonald's basic position that test theory is an integrated field, ranging from classical test theory as a computationally feasible special case of the Spearman factor model all the way to item response theory, which is a nonlinear model that adjusts for the nature of binary data. The factor model is the glue that holds everything together. McDonald's perspective that the confirmatory model makes more sense and that once you have learned it, the exploratory model will be simple to understand, almost as an afterthought, is a very nice bonus. Other books on this topic, by contrast, do not give the reader a sense of the unity of the topic.

There are a few downside to the book. First is that it has a lot of typos. You should definitely make sure to get the errata, which used to be available on the publisher's web page. Unfortunately, the book was written in a fairly antiquated typesetting system and not done in LaTeX; it could really stand an update. Second, the book has no exercises. I have some worksheets from my days at Illinois passed from TA to TA until they got to me. I should get them scanned and put on the web. Third, the publisher also indicates that a suite of free programs (Confa, Cofa, Cosan, NOHARM) written by Colin Fraser (one of McDonald's students) is available, but I cannot find them at present. If you want to do EFA, you can get Michael Browne's CEFA, but having free and simple CFA, SEM and MIRT software would be awfully nice....

Update (2/20/09): After having taught psychometrics all on my lonesome with no one else's lesson plan this Spring 2008, I believe this book is an excellent capstone work. It's too much for my students, which is why they got Allen & Yen combined with Streiner & Norman, but my lectures were based heavily on TT:aUT. It is on the required reading list for comprehensive exams.

Also, Colin Fraser's web page http://people.niagaracollege.ca/cfraser/download/ has COFA, CONFA, NOHARM, COSAN free to download.
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Inside This Book (learn more)
First Sentence:
Test theory is an abbreviated expression for theory of psychological tests and measurements, which can in turn be abbreviated back to psychometric theory (psychological measurement). Read the first page
Key Phrases - Statistically Improbable Phrases (SIPs): (learn more)
multidimensional item response model, hierarchical group factors, test characteristic functions, coefficient omega, binary item scores, underlying response tendencies, nondirected path, domain mean score, item response functions, formula test score, item characteristic functions, test information function, item covariance matrix, precedence assumption, unrestricted factor analysis, test characteristic curves, item response models, common factor model, binary items, discrepancy matrix, calibration population, item information functions, item difficulty parameter, exploratory solution, two test forms
Key Phrases - Capitalized Phrases (CAPs): (learn more)
Life Scale, Charles Spearman
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