Model Building Strategies

In this chapterwhy the mean and the covariance structure must be built together; a preliminary fixed part from within-cluster OLS fits; a preliminary random part from residuals; model reduction; the debate about maximal and parsimonious random parts; top-down and step-up building; documenting the path.