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For: Goldsmith J, Scheipl F. Estimator selection and combination in scalar-on-function regression. Comput Stat Data Anal 2014;70:362-72. [DOI: 10.1016/j.csda.2013.10.009] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
Number Cited by Other Article(s)
1
Kalogridis I, Van Aelst S. Robust penalized estimators for functional linear regression. J MULTIVARIATE ANAL 2022. [DOI: 10.1016/j.jmva.2022.105104] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
2
Hesamian G, Akbari MG. A fuzzy functional linear regression model with functional predictors and fuzzy responses. Soft comput 2022. [DOI: 10.1007/s00500-021-06435-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
3
Tan CW, Bergmeir C, Petitjean F, Webb GI. Time series extrinsic regression: Predicting numeric values from time series data. Data Min Knowl Discov 2021;35:1032-1060. [PMID: 33727888 PMCID: PMC7951134 DOI: 10.1007/s10618-021-00745-9] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2020] [Accepted: 02/17/2021] [Indexed: 12/02/2022]
4
Cai X, Xue L, Wang Z. Robust estimation with modified Huber's function for functional linear models. STATISTICS-ABINGDON 2020. [DOI: 10.1080/02331888.2020.1862114] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
5
Regression models using shapes of functions as predictors. Comput Stat Data Anal 2020. [DOI: 10.1016/j.csda.2020.107017] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
6
Luo R, Qi X. Functional Regression for Densely Observed Data With Novel Regularization. J Comput Graph Stat 2020. [DOI: 10.1080/10618600.2020.1807994] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
7
Shang HL. Bayesian bandwidth estimation and semi-metric selection for a functional partial linear model with unknown error density. J Appl Stat 2020;48:583-604. [PMID: 35706989 PMCID: PMC9041737 DOI: 10.1080/02664763.2020.1736527] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2019] [Accepted: 02/23/2020] [Indexed: 10/24/2022]
8
Kalogridis I, Van Aelst S. Robust functional regression based on principal components. J MULTIVARIATE ANAL 2019. [DOI: 10.1016/j.jmva.2019.04.003] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
9
Sparse estimation for functional semiparametric additive models. J MULTIVARIATE ANAL 2018. [DOI: 10.1016/j.jmva.2018.06.010] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
10
Happ C, Greven S, Schmid VJ. The impact of model assumptions in scalar-on-image regression. Stat Med 2018;37:4298-4317. [PMID: 30132932 DOI: 10.1002/sim.7915] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2018] [Revised: 06/20/2018] [Accepted: 06/27/2018] [Indexed: 11/11/2022]
11
Reiss PT, Goldsmith J, Shang HL, Ogden RT. Methods for scalar-on-function regression. Int Stat Rev 2017;85:228-249. [PMID: 28919663 PMCID: PMC5598560 DOI: 10.1111/insr.12163] [Citation(s) in RCA: 69] [Impact Index Per Article: 8.6] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2015] [Accepted: 12/28/2015] [Indexed: 01/16/2023]
12
Goldstein BA, Pomann GM, Winkelmayer WC, Pencina MJ. A comparison of risk prediction methods using repeated observations: an application to electronic health records for hemodialysis. Stat Med 2017;36:2750-2763. [PMID: 28464332 PMCID: PMC5494276 DOI: 10.1002/sim.7308] [Citation(s) in RCA: 34] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2016] [Revised: 03/16/2017] [Accepted: 03/22/2017] [Indexed: 12/12/2022]
13
Fraiman R, Gimenez Y, Svarc M. Feature selection for functional data. J MULTIVARIATE ANAL 2016. [DOI: 10.1016/j.jmva.2015.09.006] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
14
Simultaneous detection of multiple bioactive pollutants using a multiparametric biochip for water quality monitoring. Biosens Bioelectron 2015;72:71-9. [PMID: 25957833 DOI: 10.1016/j.bios.2015.04.092] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2015] [Revised: 04/26/2015] [Accepted: 04/27/2015] [Indexed: 01/08/2023]
15
Shang HL. Bayesian bandwidth estimation for a functional nonparametric regression model with mixed types of regressors and unknown error density. J Nonparametr Stat 2014. [DOI: 10.1080/10485252.2014.916806] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
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