I would suggest that you read Structural Equation modelling with AMOS: Basic concepts, Application, and Programming (I've got the second Ed, Multivariate Application Series., but there may be a third?) by Barbara Byrne.
Hair, J. F., Black, B., Babin, B., Anderson, R. E. and Tatham, R. L. (2010). Multivariate Data Analysis: A Global Perspective. Pearson Education Inc., NJ.