All the things you learnt already.
Multile regression builds on simple 2-dimensional correlation. Therefore this introduction starts with revision of correlation - with scatterplots, r, r^2 and the regression line with its linear equation.
For multiple reqgression we just expand into dimensions three+
this example uses standard multiple regression where all factors are entered at once.
Includes more details on multiple regression +SPSS commands and output interpretaion + notes on reporting results
this example uses standard multiple regression where all factors are entered at once.
Variables involved in Multiple regression are mostly scale variables. But you can also include some additional nominal variables.
Multiple Regression with additional nominal Variables ois also called Moderation An
The outcome of logistic regression is mostly Yes/No.
The book also includes a very good description of Multiple regression. - Chapter 13
Includes detailed step by step guidelines on how to perform multiple regression in SPSS, how to interpret the results and how to report these in APA style.
Marie's thesis includes two multiple regressions with one nominal variable. It's a very good example for a writeup of results.