Transcription of The Basic Two-Level Regression Model
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The Basic Two-Level Regression Model
14:20:25:01:10 Page 11 Page 112 The Basic Two-Level Regression ModelThe multilevel Regression Model has become known in the research literature under avariety of names, such as random coefficient Model (de Leeuw & Kreft, 1986; Long-ford, 1993), variance component Model (Longford, 1987), and hierarchical linearmodel (Raudenbush & Bryk, 1986, 1988). Statistically oriented publications tend torefer to the Model as a mixed-effects or mixed Model (Littell, Milliken, Stroup, &Wo lfinger, 1996). The models described in these publications are not exactly the same,but they are highly similar, and I will refer to them collectively as multilevel regressionmodels . They all assume that there is a hierarchical data set, with one single outcomeor response variable that is measured at the lowest level, and explanatory variables atall existing levels . Conceptually, it is useful to view the multilevel Regression Model as ahierarchical system of Regression equations.
14:20:25:01:10 Page 11 Page 11 2 The Basic Two-Level Regression Model The multilevel regression model has become known in the research literature under a
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