The Oxford Handbook of Quantitative Methods in Psychology, Volume 2
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Home > Society and Social Sciences > Psychology > Social, group or collective psychology > The Oxford Handbook of Quantitative Methods in Psychology, Volume 2: (Oxford Library of Psychology)
The Oxford Handbook of Quantitative Methods in Psychology, Volume 2: (Oxford Library of Psychology)

The Oxford Handbook of Quantitative Methods in Psychology, Volume 2: (Oxford Library of Psychology)


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About the Book

Research today demands the application of sophisticated and powerful research tools. Fulfilling this need, The Oxford Handbook of Quantitative Methods in Psychology is the complete tool box to deliver the most valid and generalizable answers to today's complex research questions. It is a one-stop source for learning and reviewing current best-practices in quantitative methods as practiced in the social, behavioral, and educational sciences.Comprising two volumes, this handbook covers a wealth of topics related to quantitative research methods. It begins with essential philosophical and ethical issues related to science and quantitative research. It then addresses core measurement topics before delving into the design of studies. Principal issues related to modern estimation and mathematical modeling are also detailed. Topics in the handbook then segway into the realm of statistical inference and modeling with chapters dedicated to classical approaches as well as modern latent variable approaches. Numerous chapters associated with longitudinal data and more specialized techniques round out this broad selection of topics. Comprehensive, authoritative, and user-friendly, this two-volume set will be an indispensable resource for serious researchers across the social, behavioral, and educational sciences.

Table of Contents:
1. Introduction Todd Little 2. Overview of Traditional/Classical Statistical Approaches Bruce Thompson 3. Generalized Linear Models Stefany Coxe, Stephen G. West, and Leona S. Aiken 4. Categorical Methods Carol M. Woods 5. Configural Frequency Analysis Alexander von Eye, Eun-Young Mun, Patrick Mair, and Stefan von Weber 6. Nonparametric Statistical Techniques Trent D. Buskirk, Lisa M. Willoughby, and Terry T. Tomazic 7. Correspondence Analysis Michael J. Greenacre 8. Spatial Analysis Luc Anselin, Alan T. Murray, and Sergio J. Rey 9. Analysis of Imaging Data Larry R. Price 10. Quantitative Analysis of Genes Sarah E. Medland 11. Twin Studies and Behavior Genetics Gabriëlla A.M. Blokland, Miriam A. Mosing, Karin J.H. Verweij, and Sarah E. Medland 12. Multidimensional Scaling Cody S. Ding 13. Latent Variable Measurement Models Timothy A. Brown 14. Multilevel Regression and Multilevel Structural Equation Modeling Joop J. Hox 15. Structural Equation Models John J. McArdle and Kelly M. Kadlec 16. Developments in Mediation Analysis David P. MacKinnon, Yasemin Kisbu-Sakarya, and Amanda C. Gottschall 17. Moderation Herbert W. Marsh, Kit-Tai Hau, Zhonglin Wen, Benjamin Nagengast, and Alexandre J.S. Morin 18. Longitudinal Data Analysis Wei Wu, James P. Selig, and Todd D. Little 19. Dynamical Systems and Models of Continuous Time Deboeck, P. R. 20. Intensive Longitudinal Data Theodore A. Walls 21. Dynamic Factor Analysis: Modeling Person-specific Process Nilam Ram, Annette Brose, and Peter C. M. Molenaar 22. Time Series Analysis William W.S. Wei 23. Analyzing Event History Data Trond Peterson 24. Clustering and Classification André A. Rupp 25. Latent Class Analysis and Finite Mixture Modeling Katherine E. Masyn 26. Taxometrics Theodore P. Beauchaine 27. Missing Data Methods Amanda N. Baraldi and Craig K. Enders 28. Secondary Data Analysis M. Brent Donnellan and Richard E. Lucas 29. Data Mining Carolin Strobl 30. Meta-analysis and Quantitative Research Synthesis Noel A. Card and Deborah M. Casper 31. Common Fallacies in Quantitative Research Methodology Lihshing Leigh Wang, Amber S. Watts, Rawni A. Anderson, and Todd D. Little

About the Author :
Todd D. Little, Ph.D., is a Professor of Psychology, Director of the Quantitative Training Program, Director of the Undergraduate Social and Behavioral Sciences Methodology minor, and a member of the Developmental Training program


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Product Details
  • ISBN-13: 9780199370160
  • Publisher: Oxford University Press Inc
  • Publisher Imprint: Oxford University Press Inc
  • Height: 251 mm
  • No of Pages: 784
  • Series Title: Oxford Library of Psychology
  • Weight: 1315 gr
  • ISBN-10: 0199370168
  • Publisher Date: 03 Apr 2014
  • Binding: Paperback
  • Language: English
  • Returnable: N
  • Spine Width: 38 mm
  • Width: 178 mm


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