Multilevel data

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Justa J


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March 1, 2015








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For instance, children from the same family may all tend to be small, perhaps because their parents are small or because of a common impoverished environment. Many designed experiments also create data hierarchies, for example clinical trials carried out in several randomly chosen centres or groups of individuals...
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For now, we are concerned only with the fact of such hierarchies not their provenance. The principal applications we shall deal with are those from the social sciences, but the techniques are of course applicable more generally. In subsequent chapters, as we develop the theory and techniques with examples, we shall see how a proper recognition of these natural hierarchies allows us to seek more satisfactory answers to important questions...
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