What are the simple effect and main effects in the regression model? While I'm familiar with the main and intraction effects in the multinomial logistic regression model, I have no idea what simple effects are and how they are involved with the regression model. I'd greatly appreciate it if you could explain this and recommend useful resources. Thank you.