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The Oxford handbook of quantitative methods in psychology. Vol. 2, Statistical analysis / edited by Todd D. Little.
- Format:
- Book
- Series:
- Oxford library of psychology.
- Oxford library of psychology
- Language:
- English
- Subjects (All):
- Psychology--Mathematical models--Handbooks, manuals, etc.
- Psychology.
- Psychology--Statistical methods--Handbooks, manuals, etc.
- Psychology--statistics & numerical data.
- Models, Theoretical.
- Models, Statistical.
- Medical Subjects:
- Psychology--statistics & numerical data.
- Models, Theoretical.
- Models, Statistical.
- Genre:
- Handbooks and manuals.
- Physical Description:
- 1 online resource : illustrations (black and white).
- Edition:
- 1st ed.
- Other Title:
- Quantitative methods in psychology
- Handbook of quantitative methods in psychology
- Place of Publication:
- New York : Oxford University Press, 2013.
- Language Note:
- English
- Summary:
- This title provides an accessible and comprehensive review of the current state-of-the-science and a one-stop source for learning and reviewing current best-practices in a quantitative method across the social, behavioural, and educational sciences.
- Contents:
- Introduction / Todd D. Little
- Overview of traditional/classical statistical approaches / Bruce Thompson
- Generalized linear models / Stefany Coxe, Stephen G. West, Leona S. Aiken
- Categorical methods / Carol M. Woods
- Configural frequency analysis / Alexander von Eye, Eun-Young Mun, Patrick Mair, Stefan von Weber
- Nonparametric statistical techniques / Trent D. Buskirk, Lisa M. Willoughby, Terry J. Tomazic
- Correspondence analysis / Michael J. Greenacre
- Spatial analysis / Luc Anselin, Alan T. Murray, Sergio J. Rey
- Analysis of imaging data / Larry R. Price
- Twin studies and behavior genetics / Gabriella A.M. Blokland, Miriam A. Mosing, Karin J.H. Verweij, Sarah E. Medland
- Quantitative analysis of genes / Sarah E. Medland
- Multidimensional scaling / Cody S. Ding
- Latent variable measurement models / Timothy A. Brown
- Multilevel regression and multilevel structural equation modeling / Joop J. Hox
- Structural equation models / John J. McArdle, Kelly M. Kadlec
- Developments in mediation analysis / David P. MacKinnon, Yasemin Kisbu-Sakarya, Amanda C. Gottschall
- Moderation / Herbert W. Marsh, Kit-Tai Hau, Zhonglin Wen, Benjamin Nagengast, Alexandre J.S. Morin
- Longitudinal data analysis / Wei Wu, James P. Selig, Todd D. Little
- Dynamical systems and models of continuous time / Pascal R. Deboeck
- Intensive longitudinal data / Theodore A. Walls
- Dynamic factor analysis : modeling person-specific process / Nilan Ram, Annette Brose, Peter C.M. Molenaar
- Time series analysis / William W.S. Wei
- Analyzing event history data / Trond Petersen
- Clustering and classification / André A. Rupp
- Latent class analysis and finite mixture modeling / Katherine E. Masyn
- Taxometrics / Theodore P. Beauchaine
- Missing data methods / Amanda N. Baraldi, Craig K. Enders
- Secondary data analysis / M. Brent Donnellan, Richard E. Lucas
- Data mining / Carolin Strobl
- Meta-analysis and quantitative research synthesis / Noel A. Card, Deborah M. Casper
- Common fallacies in quantitative research methodology / Lihshing Leigh Wang, Amber S. Watts, Rawni A. Anderson, Todd D. Little.
- Notes:
- Bibliographic Level Mode of Issuance: Monograph
- Includes bibliographical references and index.
- Description based on online resource; title from home page (viewed on October 2, 2013).
- ISBN:
- 9780199971305
- 0199971307
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