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Least Squares Parameter Estimation for Sparse Functional Varying Coefficient Model

In the present paper, we study functional varying coefficient model in which both the response and the predictor are functions. We give estimates of the intercept and the slope functions in the case that the observations are sparse and noise-contaminated longitudinal data by using least squares repr...

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Sonraí Bibleagrafaíochta
Main Authors: Behdad Mostafaiy, Mohammad Reza Faridrohani
Formáid: Artigo
Teanga:Inglês
Foilsithe: Springer 2017-08-01
Sraith:Journal of Statistical Theory and Applications (JSTA)
Ábhair:
Rochtain Ar Líne:https://www.atlantis-press.com/article/25883866.pdf
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