TY - CHAP
T1 - Advanced statistics for environment-behavior research
T2 - Multi-level Modeling and Structural Equation Modeling
AU - Hine, Donald W.
AU - Corral-Verdugo, Victor
AU - Bhullar, Navjot
AU - Frias-Armenta, Martha
N1 - Publisher Copyright:
© 2016 John Wiley & Sons, Ltd. All rights reserved.
PY - 2015/12/7
Y1 - 2015/12/7
N2 - This chapter introduces two advanced multivariate statistical procedures that are becoming increasingly influential in environment-behavior research: multi-level modeling and structural equation modeling. The chapter provides an overview of fundamental concepts, and describes common types of research questions that can be addressed using each procedure. Practical issues related to sample size and statistical power are discussed, and recommendations for further reading are provided. Our treatment of these topics is conceptual, with little emphasis on underlying mathematics and statistical formulae.
AB - This chapter introduces two advanced multivariate statistical procedures that are becoming increasingly influential in environment-behavior research: multi-level modeling and structural equation modeling. The chapter provides an overview of fundamental concepts, and describes common types of research questions that can be addressed using each procedure. Practical issues related to sample size and statistical power are discussed, and recommendations for further reading are provided. Our treatment of these topics is conceptual, with little emphasis on underlying mathematics and statistical formulae.
KW - Advanced statistical procedures
KW - Confirmatory factor analysis
KW - Environment-behavior research
KW - Multi-level modeling
KW - Path analysis
KW - Structural equation modeling
UR - http://www.scopus.com/inward/record.url?scp=85019830333&partnerID=8YFLogxK
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U2 - 10.1002/9781119162124.ch19
DO - 10.1002/9781119162124.ch19
M3 - Chapter
AN - SCOPUS:85019830333
SN - 9781118795330
SP - 369
EP - 388
BT - Research Methods for Environmental Psychology
PB - Wiley Blackwell (Physiological Reports)
ER -