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  1. No Access

    Article

    Local Influence Detection of Conditional Mean Dependence

    This article is focused on the problem to measure and test the conditional mean dependence of a response variable on a predictor variable. A local influence detection approach is developed combining with the m...

    Tingyu Lai, Zhongzhan Zhang in Communications in Mathematics and Statistics (2023)

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    Chapter

    Functional Linear Regression for Partially Observed Functional Data

    In functional linear regression model, many methods have been proposed and studied to estimate the slope function while the functional predictor was observed in the entire domain. However, works on functional ...

    Yafei Wang, Tingyu Lai, Bei Jiang… in Advances and Innovations in Statistics and… (2022)

  3. No Access

    Article

    Testing independence and goodness-of-fit jointly for functional linear models

    A conventional regression model for functional data involves expressing a response variable in terms of the predictor function. Two assumptions, that (i) the predictor function and the error are independent an...

    Tingyu Lai, Zhongzhan Zhang, Yafei Wang in Journal of the Korean Statistical Society (2021)