models and experiments Flashcards
how would you describe a linear model as an equation
outcome = model + error
experiment
outcome = design + error
testing hypothesis in one way design
main effects and contrasts
contrasts (one-way designs)
differences between specific group means (coding schemes and associated B)
main effects (one-way designs)
overall effect of a condition (f - test)
testing hypothesis in two-way (+) designs
interactions
simple contrasts/effects
interactions (two-way design)
categorical * categorical (based on effects coding using F-tests and B coefs)
simple contrasts/effects (two-way design)
effect of one level in one condition, across levels of another condition
pairwise comparisons
compares all levels of a given predictor variable with all levels of the other
what happens if you do lots of pairwise tests?
chances of type 1 error increase