Estimation, imputation and prediction for the functional linear model with scalar response with responses missing at random-Reference-Cited by-同舟云学术

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Estimation, imputation and prediction for the functional linear model with scalar response with responses missing at random

Published:2019-03 Issue: Volume:131 Page:91-103
ISSN:0167-9473
Container-title:Computational Statistics & Data Analysis
language:en
Short-container-title:Computational Statistics & Data Analysis

Author:

Febrero-Bande Manuel^ORCID,Galeano Pedro^ORCID,González-Manteiga Wenceslao

Funder

Ministerio de Economía y Competitividad

Publisher

Elsevier BV

Subject

Applied Mathematics,Computational Theory and Mathematics,Computational Mathematics,Statistics and Probability

Reference26 articles.

1. Prediction in functional linear regression;Cai;Ann. Statist.,2006

2. Functional linear model;Cardot;Statist. Probab. Lett.,1999

3. Spline estimators for the functional linear model;Cardot;Statist. Sinica,2003

4. CLT in functional linear regression models;Cardot;Probab. Theory Related Fields,2007

5. Diagnostics for functional regression via residual processes;Chiou;Comput. Statist. Data Anal.,2007

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1. Multiple imputation in the functional linear model with partially observed covariate and missing values in the response;Communications in Statistics - Theory and Methods;2024-01-08

2. Testing for linearity in scalar-on-function regression with responses missing at random;Computational Statistics;2024-01-03

3. Predicting rainfall and irrigation requirements of corn in Ecuador;Heliyon;2023-08

4. Functional regression with dependent error and missing observation in reproducing kernel Hilbert spaces;Journal of the Korean Statistical Society;2023-06-30

5. Local Correlation Integral Approach for Anomaly Detection Using Functional Data;Mathematics;2023-02-06

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