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Original Articles

A Goodness-of-Fit Test for the Functional Linear Model with Scalar Response

Pages 761-778 | Received 01 Jul 2012, Published online: 23 Jun 2014

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Eduardo García‐Portugués, Javier Álvarez‐Liébana, Gonzalo Álvarez‐Pérez & Wenceslao González‐Manteiga. (2020) A goodness‐of‐fit test for the functional linear model with functional response. Scandinavian Journal of Statistics 48:2, pages 502-528.
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Eduardo L. Montoya. (2020) On the Number of Independent Pieces of Information in a Functional Linear Model with a Scalar Response. Stats 3:4, pages 510-525.
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Merve Yasemin Tekbudak, Marcela Alfaro-Córdoba, Arnab Maity & Ana-Maria Staicu. (2018) A comparison of testing methods in scalar-on-function regression. AStA Advances in Statistical Analysis 103:3, pages 411-436.
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Manuel Febrero-Bande, Pedro Galeano & Wenceslao González-Manteiga. (2019) Estimation, imputation and prediction for the functional linear model with scalar response with responses missing at random. Computational Statistics & Data Analysis 131, pages 91-103.
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Juan A. Cuesta-Albertos, Eduardo García-Portugués, Manuel Febrero-Bande & Wenceslao González-Manteiga. (2019) Goodness-of-fit tests for the functional linear model based on randomly projected empirical processes. The Annals of Statistics 47:1.
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Philip T. Reiss, Jeff Goldsmith, Han Lin Shang & R. Todd Ogden. (2017) Methods for Scalar-on-Function Regression. International Statistical Review 85:2, pages 228-249.
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Manuel Febrero-Bande, Pedro Galeano & Wenceslao González-Manteiga. (2017) Functional Principal Component Regression and Functional Partial Least-squares Regression: An Overview and a Comparative Study. International Statistical Review 85:1, pages 61-83.
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Lele Huang, Junlong Zhao, Huiwen Wang & Siyang Wang. (2016) Robust shrinkage estimation and selection for functional multiple linear model through LAD loss. Computational Statistics & Data Analysis 103, pages 384-400.
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Mathew W. McLean, Giles Hooker & David Ruppert. (2014) Restricted likelihood ratio tests for linearity in scalar-on-function regression. Statistics and Computing 25:5, pages 997-1008.
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Mercedes Conde-Amboage, César Sánchez-Sellero & Wenceslao González-Manteiga. (2015) A lack-of-fit test for quantile regression models with high-dimensional covariates. Computational Statistics & Data Analysis 88, pages 128-138.
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