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Handbook of Statistics
 
 

Handbook of Statistics, 1st Edition

Psychometrics

 
Handbook of Statistics, 1st Edition,C.R. Rao,Sandip Sinharay,ISBN9780444521033
 
 
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Rao   &   Sinharay   

North Holland

9780444521033

9780080466705

1190

240 X 165

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Key Features

- Authors from the leading testing companies
- Emphasis on the most recent developments in the field
- Plenty of real, often complicated, data examples to demonstrate the applications of the statistical techniques
- Information on available software

Description

The area of Psychometrics, a field encompassing the statistical methods used in Psychological and educational testing, has become a very important and active area of research, evident from the large body of literature that has been developed in the form of books, volumes and research papers.
Mainstream statisticians also have found profound interest in the field because of its unique nature.

This book presents a state of the art exposition of theoretical, methodological and applied issues in Psychometrics. This book represents a thorough cross section of internationally renowned thinkers who are inventing methods for dealing with recent challenging psychometric problems.
Key Features/
- Emphasis on the most recent developments in the field
- Plenty of real, often complicated, data examples to demonstrate the applications of the statistical techniques
- Information on available software

Readership

Psychometricians, Statisticians and Psychologists.

C.R. Rao

C. R. Rao, born in India, is one of this century's foremost statisticians, and received his education in statistics at the Indian Statistical Institute (ISI), Calcutta. He is Emeritus Holder of the Eberly Family Chair in Statistics at Penn State and Director of the Center for Multivariate Analysis. He has long been recognized as one of the world's top statisticians, and has been awarded 34 honorary doctorates from universities in 19 countries spanning 6 continents. His research has influenced not only statistics, but also the physical, social and natural sciences and engineering. In 2011 he was recipient of the Royal Statistical Society's Guy Medal in Gold which is awarded triennially to those "who are judged to have merited a signal mark of distinction by reason of their innovative contributions to the theory or application of statistics". It can be awarded both to fellows (members) of the Society and to non-fellows. Since its inception 120 years ago the Gold Medal has been awarded to 34 distinguished statisticians. The first medal was awarded to Charles Booth in 1892. Only two statisticians, H. Cramer (Norwegian) and J. Neyman (Polish), outside Great Britain were awarded the Gold medal and C. R. Rao is the first non-European and non-American to receive the award. Other awards he has received are the Gold Medal of Calcutta University, Wilks Medal of the American Statistical Association, Wilks Army Medal, Guy Medal in Silver of the Royal Statistical Society (UK), Megnadh Saha Medal and Srinivasa Ramanujan Medal of the Indian National Science Academy, J.C.Bose Gold Medal of Bose Institute and Mahalanobis Centenary Gold Medal of the Indian Science Congress, the Bhatnagar award of the Council of Scientific and Industrial Research, India and the Government of India honored him with the second highest civilian award, Padma Vibhushan, for “outstanding contributions to Science and Engineering / Statistics”, and also instituted a cash award in honor of C R Rao, “to be given once in two years to a young statistician for work done during the preceding 3 years in any field of statistics”. For his outstanding achievements Rao has been honored with the establishment of an institute named after him, C.R.Rao Advanced Institute for Mathematics, Statistics and Computer Science, in the campus of the University of Hyderabad, India.

Affiliations and Expertise

The Pennsylvania State University, PA, USA

View additional works by C.R. Rao

Sandip Sinharay

MS and PhD in Statistics, Iowa State University, Ames, U.S.A.

Sandip Sinharay, a research scientist in the Educational Testing Service (ETS), Princeton, NJ, is a recent winner of the Alicia Cascallar Award for an Outstanding Paper by an Early Career Scholar awarded by National Council on Measurement in Education. He has worked in numerous projects in ETS, including ones on National Assessment of Educational Progress, mostly on the application of Bayesian methods to educational testing. He presented in numerous conferences on Psychometrics and published papers in the leading journals in Psychometrics.

Affiliations and Expertise

Educational Testing Service, Princeton, U.S.A.

Handbook of Statistics, 1st Edition

Preface

Contributors

1. History and overview of psychometrics (L.V. Jones and D. Thissen)

2. Classical test theory (C. Lewis)

3. Validity: foundational issues and statistical methodology (B.D. Zumbo)

4. Reliability and generalizability theory (N.M. Webb, R.J. Shavelson and E.H. Haertel)

5. Differential item functioning and item bias (R.D. Penfield and G. Camilli)

6. Equating test scores (P.W. Holland, N.J. Dorans and N.S. Petersen)

7. Electronic essay grading (S.J. Haberman)

8. Some matrix results useful in psychometric research (C.R. Rao)

9. Factor Analysis (H. Yanai and M. Ichikawa)

10. Structural equation modeling (K.-H. Yuan and P.M. Bentler)

11. Applications of multidimensional scaling in psychometrics (Y. Takane)

12. Multilevel models in psychometrics (F. Steele and H. Goldstein)

13. Latent class analysis in psychometrics (C.M. Dayton and G.B. Macready)

14. Random-effects models for preference data (U. Böckenholt and R.-C. Tsai)

15. Item response theory in a general framework (R.D. Bock and I. Moustaki)

16. Rasch models (G.H. Fischer)

17. Hierarchicam item response theory models (M.S. Johnson, S. Sinharay and E.T. Bradlow)

18. Multidimensional item response theory (M.D. Reckase)

19. Mixture distribution item response models (M. von Davier and J. Rost)

20. Scoring open ended questions (G. Maris and T. Bechger)

21. Assessing the fit of item response theory models (H. Swaminathan, R.K. Hambleton and H.J. Rogers)

22. Nonparametric item response theory and special topics (K. Sijtsma and R.R. Meijer)

23. Automatic item generation and cognitive psychology (S. Embretson and X. Yang)

24. Statistical inference for causal effects, with emphasis on applications in psychometrics and education (D.B. Rubin)

25. Statistical aspects of adaptive testing (W.J. van der Linden and C.A.W. Glas)

26. Bayesian Psychometric modeling from an evidence-centered design perspective (R.J. Mislevy and R. Levy)

27. Value-added modeling (H. Braun and H. Wainer)

28. Three statistical paradoxes in the interpretation of group differences: illustrated with medical school admission and licencing data (H. Wainer and L.M. Brown)

29. Meta-analysis (L.W. Hedges)

30. Vertical scaling: statistical models for measuring growth and achievement (R.J. Patz and L. Yao)

31. Cognitive Diagnosis - part I: (L.V. Dibello, L.A. Roussos and W. Stout) - part II: (S.J. Haberman and M. von Davier)

32. Marginal Estimation of Populalation characteristics: recent developments and future directions (M. von Davier, S. Sinharay, A. Oranje and A. Beaton)

33. Statistical procedures used in college admissions testing (J. Liu, D.J. Harris and A. Schmidt)

34. Integration of models (R.L. Brennan, D.R. Eignor, M.J. Gierl, J.P. Leighton, I. Lawrence, N. Kingston, P. Sanders and C. Schmeiser)

Subject Index

Contents of Previous Volumes

 
 
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