Cover image for Linear causal modeling with structural equations
Title:
Linear causal modeling with structural equations
Author:
Mulaik, Stanley A., 1935-
ISBN:
9781439800393
Publication Information:
Boca Raton : CRC Press, c2009.
Physical Description:
xxiii, 444 p. : ill.
Series:
Chapman & Hall/CRC statistics in the social and behavioral sciences series
Series Title:
Chapman & Hall/CRC statistics in the social and behavioral sciences series
Contents:
Introduction -- Mathematical foundations for structural equations modeling -- Causation -- Graph theory for causal modeling -- Structural equation models -- Identification -- Estimation of parameters -- Designing SEM studies -- Confirmatory factor analysis -- Equivalent models -- Instrumental variables -- Multilevel models -- Longitudinal models -- Nonrecursive models -- Model evaluation -- Polychoric correlation and polyserial correlation.
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