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Full-Text Articles in Statistical Models
Estimation In Partially Linear Models With Correlated Observations And Change-Point Models, Liangdong Fan
Estimation In Partially Linear Models With Correlated Observations And Change-Point Models, Liangdong Fan
Theses and Dissertations--Statistics
Methods of estimating parametric and nonparametric components, as well as properties of the corresponding estimators, have been examined in partially linear models by Wahba [1987], Green et al. [1985], Engle et al. [1986], Speckman [1988], Hu et al. [2004], Charnigo et al. [2015] among others. These models are appealing due to their flexibility and wide range of practical applications including the electricity usage study by Engle et al. [1986], gum disease study by Speckman [1988], etc., wherea parametric component explains linear trends and a nonparametric part captures nonlinear relationships.
The compound estimator (Charnigo et al. [2015]) has been used to …