Sun Huihui, Lin Jinguan. Local Influence Analysis of Mixed Effect Linear Models Based on M-Estimation[J]. Chinese Journal of Applied Probability and Statistics, 2012, 28(2): 217-223.
Citation:
Sun Huihui, Lin Jinguan. Local Influence Analysis of Mixed Effect Linear Models Based on M-Estimation[J]. Chinese Journal of Applied Probability and Statistics, 2012, 28(2): 217-223.
Sun Huihui, Lin Jinguan. Local Influence Analysis of Mixed Effect Linear Models Based on M-Estimation[J]. Chinese Journal of Applied Probability and Statistics, 2012, 28(2): 217-223.
Citation:
Sun Huihui, Lin Jinguan. Local Influence Analysis of Mixed Effect Linear Models Based on M-Estimation[J]. Chinese Journal of Applied Probability and Statistics, 2012, 28(2): 217-223.
Local Influence Analysis of Mixed Effect Linear Models Based on M-Estimation
In this paper, the Fisher scoring method is applied to get M-estimator (robust estimator) in the mixed effects linear model for longitudinal data. And its asymptotic property is given later. Then the local influence analysis of variance of the error is studied based on M-estimation. At last the method is illustrated by the grape sugar data example.
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