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Journal of the American Statistical Association Volume 110, 2015 - Issue 510
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Theory and Methods

Index Models for Sparsely Sampled Functional Data

Peter RadchenkoView further author information
,
Xinghao QiaoView further author information
&
Gareth M. JamesView further author information
Pages 824-836 | Received 01 Jan 2013, Published online: 06 Jul 2015

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Ruiyan Luo & Xin Qi. (2023) General Nonlinear Function-on-Function Regression via Functional Universal Approximation. Journal of Computational and Graphical Statistics 0:0, pages 1-21.
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Cheng Chen, Shaojun Guo & Xinghao Qiao. (2022) Functional Linear Regression: Dependence and Error Contamination. Journal of Business & Economic Statistics 40:1, pages 444-457.
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Firas Ibrahim, Ali Hajj Hassan, Jacques Demongeot & Mustapha Rachdi. (2020) Regression model for surrogate data in high dimensional statistics. Communications in Statistics - Theory and Methods 49:13, pages 3206-3227.
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Mirosław Krzyśko & Łukasz Smaga. (2020) Robust multivariate functional discriminant coordinates. Communications in Statistics - Simulation and Computation 49:3, pages 717-733.
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Articles from other publishers (8)

Tong Zhang, Zhihua Sun & Liuquan Sun. (2023) Goodness-of-fit test for partial functional linear model with errors in scalar covariates. Journal of Statistical Planning and Inference 227, pages 91-111.
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Gholamreza Hesamian & Mohammad Ghasem Akbari. (2021) A fuzzy functional linear regression model with functional predictors and fuzzy responses. Soft Computing 26:6, pages 3029-3043.
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Guochang Wang, Fode Zhang & Heng Lian. (2020) Directional regression for functional data. Journal of Statistical Planning and Inference 204, pages 1-17.
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Stanislav Nagy & Frédéric Ferraty. (2019) Data depth for measurable noisy random functions. Journal of Multivariate Analysis 170, pages 95-114.
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Frédéric Ferraty, Anthony Zullo & Mathieu Fauvel. (2019) Nonparametric regression on contaminated functional predictor with application to hyperspectral data. Econometrics and Statistics 9, pages 95-107.
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Łukasz Smaga & Hidetoshi Matsui. (2018) A note on variable selection in functional regression via random subspace method. Statistical Methods & Applications 27:3, pages 455-477.
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HaiQiang Ma, Yang Bai & ZhongYi Zhu. (2016) Dynamic single-index model for functional data. Science China Mathematics 59:12, pages 2561-2584.
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Jeng-Min Chiou, Ya-Fang Yang & Yu-Ting Chen. (2016) Multivariate functional linear regression and prediction. Journal of Multivariate Analysis 146, pages 301-312.
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