Psychometrics
eBook - PDF

Psychometrics

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  1. 1,190 pages
  2. English
  3. PDF
  4. Available on iOS & Android
eBook - PDF

Psychometrics

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About this book

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 - 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

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Information

Table of contents

  1. Front cover
  2. Title page
  3. Copyright page
  4. Preface
  5. Table of contents
  6. Contributors
  7. Ch. 1. A History and Overview of Psychometrics
  8. Ch. 2. Selected Topics in Classical Test Theory
  9. Ch. 3. Validity: Foundational Issues and Statistical Methodology
  10. Ch. 4. Reliability Coefficients and Generalizability Theory
  11. Ch. 5. Differential Item Functioning and Item Bias
  12. Ch. 6. Equating Test Scores
  13. Ch. 7. Electronic Essay Grading
  14. Ch. 8. Some Matrix Results Useful in Psychometric Research
  15. Ch. 9. Factor Analysis
  16. Ch. 10. Structural Equation Modeling
  17. Ch. 11. Applications of Multidimensional Scaling in Psychometrics
  18. Ch. 12. Multilevel Models in Psychometrics
  19. Ch. 13. Latent Class Analysis in Psychometrics
  20. Ch. 14. Random-Effects Models for Preference Data
  21. Ch. 15. Item Response Theory in a General Framework
  22. Ch. 16. Rasch Models
  23. Ch. 17. Hierarchical Item Response Theory Models
  24. Ch. 18. Multidimensional Item Response Theory
  25. Ch. 19. Mixture Distribution Item Response Models
  26. Ch. 20. Scoring Open Ended Questions
  27. Ch. 21. Assessing the Fit of Item Response Theory Models
  28. Ch. 22. Nonparametric Item Response Theory and Special Topics
  29. Ch. 23. Automatic Item Generation and Cognitive Psychology
  30. Ch. 24. Statistical Inference for Causal Effects, with Emphasis on Applications in Psychometrics and Education
  31. Ch. 25. Statistical Aspects of Adaptive Testing
  32. Ch. 26. Bayesian Psychometric Modeling From An Evidence-Centered Design Perspective
  33. Ch. 27. Value-Added Modeling
  34. Ch. 28. Three Statistical Paradoxes in the Interpretation of Group Differences: Illustrated with Medical School Admission and Licensing Data
  35. Ch. 29. Meta-Analysis
  36. Ch. 30. Vertical Scaling: Statistical Models for Measuring Growth and Achievement
  37. Ch. 31. Cognitive Diagnosis
  38. Ch. 32. The Statistical Procedures Used in National Assessment of Educational Progress: Recent Developments and Future Directions
  39. Ch 33. Statistical Procedures Used in College Admissions Testing
  40. Ch. 34. Future Challenges in Psychometrics
  41. Subject Index
  42. Handbook of Statistics Contents of Previous Volumes