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Confidence regions of parameters in a nonlinear repeated measurement model with mixed effects. (English) Zbl 1116.62032

Summary: There are several nonlinear models for analyzing repeated measurements. The mean response for an individual depends on the regression parameter specific to that individual. One of the simple forms is the sum of a vector of fixed parameters and a vector of random effects. We give a confidence region of the fixed parameters approximately.

MSC:

62F25 Parametric tolerance and confidence regions
62J02 General nonlinear regression
62J99 Linear inference, regression
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Full Text: Euclid