Longitudinal Data Analysis Using Linear Models
نویسندگان
چکیده
منابع مشابه
Longitudinal Data Analysis Using Generalized Linear Models
This paper proposes an extension of generalized linear models to the analysis of longitudinal data. We introduce a class of estimating equations that give consistent estimates of the regression parameters and of their variance under mild assumptions about the time dependence. The estimating equations are derived without specifying the joint distribution of a subject's observations yet they redu...
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While marginal models, random-effects models, and conditional models are routinely considered to be the three main modeling families for continuous and discrete repeated measures with linear and generalized linear mean structures, respectively, it is less common to consider non-linear models, let alone frame them within the above taxonomy. In the latter situation, indeed, when considered at all...
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ژورنال
عنوان ژورنال: Japanese Journal of Biometrics
سال: 1988
ISSN: 0918-4430,2185-6494
DOI: 10.5691/jjb.9.1