Main Reference [Book]
- Kline, R. B. (2016). Principles and Practice of Structural Equation Modeling (4th ed.). New York, NY: Guilford. [Chapters 1, 6-8, 10-12, 14, 17]
Supplementary Material
General Introduction
- Bollen, K. A., & Noble, M. D. (2011). Structural equation models and the quantification of behavior. PNAS, 108, 15639-15646.
- Bollen, K. A., & Pearl, J. (2013). Eight myths about causality and structural equation models. In S. L. Morgan (Ed.), Handbook of Causal Analysis for Social Research (chap. 15, pp. 301-328). Dordrecht: Springer.
- Lei, P.-W., & Wu, Q. (2007). Introduction to structural equation modeling: Issues and practical considerations—Instructional Topics in Educational Measurement (ITEMS). Educational Measurement: Issues and Practice, 26(3), 33-43.
- McDonald, R. P. (1999). Test theory: A unified treatment. Mahwah, NJ: Lawrence Erlbaum. [Chapter 17, pp. 367-407]
Specific Topics
- MacKinnon, D. P., Fairchild, A. J., & Fritz, M. S. (2007). Mediation analysis. Annual Review of Psychology, 58, 593-614.
- Marsh, H. W., Hau, K.-T., Wen, Z., Nagengast, B., & Morin, A. J. S. (2013). Moderation. In T. D. Little (Ed.), The Oxford Handbook of Quantitative Methods—Volume 2: Statistical Analysis (chap. 17, pp. 361-386). Oxford: Oxford University Press.
- Preacher, K. J. (2015). Advances in mediation analysis: A survey and synthesis of new developments. Annual Review of Psychology, 66, 825-852.
- Rosseel, Y. (2012). Lavaan: An R package for structural equation modeling. Journal of Statistical Software, 48(2), 1-36.