Applied multivariate research: design and interpretation

by Meyers, Lawrence S.

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Title Statements

Full title :Applied multivariate research : design and interpretation / Lawrence S. Meyers, Glenn Gamst, A.J. Guarino.

Edition Statements

Publication Date:2016.
Edition:3rd ed

Publication Statements

Publisher(s):SAGE Publications
Place of Publication:Thousand Oaks, CA
Language:eng
Publication Date:2016.

The Physical Object

Description:xxxvii, 978 p. : : il. ; : 25 cm

Edition Identifiers

ISBN:9781506329765, 1506329764
oclc:on1020088660
LC Classification:QA278

Preface -- About the authors -- An introduction to multivariate design -- An introduction to multivariate design -- Some fundamental research design concepts -- Chapter 3A: data screening -- Chapter 3B: data screening using IBM SPSS -- Basic and advanced regression analysis -- Chapter 4A: Bivariate correlation and simple linear regression -- Chapter 4B: Bivariate correlation and simple linear regression using IBM SPSS -- Chapter 5A: Multiple regression analysis -- Chapter 5B: Multiple regression analysis using IBM SPSS -- Chapter 6A: Beyond statistical regression -- Chapter 6B: Beyond statistical regression using IBM SPSS -- Chapter 7A: Canonical correlation analysis -- Chapter 7B: canonical correlation analysis using IBM SPSS -- Chapter 8A: Multilevel modeling -- Chapter 8B: Multilevel modeling using IBM SPSS -- Chapter 9A: Binary and multinomial logistic regression and ROC analysis -- Chapter 9b: Binary and multinomial logistic regression and roc analysis using IBM SPSS -- Structural relationships of measured and latent variables -- Chapter 10A: Principal components analysis and exploratory factor analysis -- Chapter 10B: principal components analysis and exploratory factor anal…