Hello. I have some doubts about the interpretation of the result of a regression when I use a triple interaction of categorical variables as independent variable. In my case, variable1 has three categories, variable 2 and variable 3 are dummies. This are the results:
The results show 6 base levels (1 0 0/1 0 1/2 0 0/ 2 0 1/3 0 0/3 0 1). The question is what is the base level for each of the interactions. In general, I have doubts about how to interpret the results with interactions of categorical variables.
Thank you very much in advance.
IE
Code:
variable1#variable2#variable3 | 1 0 0 | 0 (base) 1 0 1 | 0 (base) 1 1 0 | -2.927292 1.539743 -1.90 0.057 -5.945132 .0905486 1 1 1 | -1.823786 1.413591 -1.29 0.197 -4.594373 .9468023 2 0 0 | 0 (base) 2 0 1 | 0 (base) 2 1 0 | -.0424758 2.66852 -0.02 0.987 -5.272679 5.187727 2 1 1 | 1.546441 2.684047 0.58 0.565 -3.714195 6.807077 3 0 0 | 0 (base) 3 0 1 | 0 (base) 3 1 0 | .4066601 3.23689 0.13 0.900 -5.937528 6.750848 3 1 1 | -1.389242 1.891416 -0.73 0.463 -5.096348 2.317865 |
Thank you very much in advance.
IE