Based on the framework of regression analysis in experimental design, the author introduces how to construct and test data models via model comparison according to different data structures and forms. The framework for regression analysis in this book is a generalized regression path, in which all of T tests and variance analyses can be performed. Further, this framework gives more control to the data analysis, which is of benefit to theory-driven research.