TY - CHAP
T1 - Advanced statistics for environment-behavior research: Multi-level Modeling and Structural Equation Modeling
AU - Hine, Donald W.
AU - Corral-Verdugo, Victor
AU - Bhullar, Navjot
AU - Frias-Armenta, Martha
PY - 2015/12/7
Y1 - 2015/12/7
N2 - © 2016 John Wiley & Sons, Ltd. All rights reserved. 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 - © 2016 John Wiley & Sons, Ltd. All rights reserved. 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.
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U2 - 10.1002/9781119162124.ch19
DO - 10.1002/9781119162124.ch19
M3 - Chapter
SN - 9781119162124
SN - 9781118795330
BT - Research Methods for Environmental Psychology
ER -