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Variable selection in quantile varying coefficient models with longitudinal data

✍ Scribed by Yanlin Tang; Huixia Judy Wang; Zhongyi Zhu


Book ID
119223950
Publisher
Elsevier Science
Year
2013
Tongue
English
Weight
377 KB
Volume
57
Category
Article
ISSN
0167-9473

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The varying-coefficient model is an attractive alternative to the additive and other models. One important method in estimating the coefficient functions in this model is the local polynomial fitting approach. In this approach, the choice of bandwidth is crucial. If the unknown curve is spatial homo