Interpreting coefficients

Making sense of the effects of variables included as predictors # Some aspects of covariate effects are readily apparent – for instance, the sign of a coefficient in a model says at least something about the general directionality of the effect, positive or negative. However, a deeper understanding of a model typically requires inferences that go well beyond simple measures of the directionality or significance of effects – it requires understanding the size of effects. ...