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Methodology and theory for partial least squares applied to functional
  data

Methodology and theory for partial least squares applied to functional data

29 May 2012
A. Delaigle
P. Hall
ArXiv (abs)PDFHTML

Papers citing "Methodology and theory for partial least squares applied to functional data"

20 / 20 papers shown
Generative Flexible Latent Structure Regression (GFLSR) model
Generative Flexible Latent Structure Regression (GFLSR) model
Clara Grazian
Qian Jin
Pierre Lafaye De Micheaux
105
0
0
06 Aug 2025
Multi-class classification of biomechanical data: A functional LDA
  approach based on multi-class penalized functional PLS
Multi-class classification of biomechanical data: A functional LDA approach based on multi-class penalized functional PLS
M. C. Aguilera-Morillo
Ana M. Aguilera
123
13
0
07 Feb 2024
A non-asymptotic analysis of the single component PLS regression
A non-asymptotic analysis of the single component PLS regression
Luca Castelli
Clément Marteau
Irene Gannaz
217
2
0
16 Oct 2023
Classification of multivariate functional data on different domains with
  Partial Least Squares approaches
Classification of multivariate functional data on different domains with Partial Least Squares approachesStatistics and computing (Stat. Comput.), 2022
Issam-Ali Moindjié
S. Dabo‐Niang
C. Preda
402
13
0
18 Dec 2022
A robust scalar-on-function logistic regression for classification
A robust scalar-on-function logistic regression for classification
Muge Mutis
U. Beyaztaş
Gülhayat Gölbasi Simsek
H. Shang
153
6
0
05 Apr 2022
Merging Two Cultures: Deep and Statistical Learning
Merging Two Cultures: Deep and Statistical Learning
A. Bhadra
J. Datta
Nicholas G. Polson
Vadim Sokolov
Jianeng Xu
BDL
383
11
0
22 Oct 2021
Function-on-function partial quantile regression
Function-on-function partial quantile regression
U. Beyaztaş
H. Shang
A. Alin
265
9
0
13 Sep 2021
Functional Data Analysis with Rough Sample Paths?
Functional Data Analysis with Rough Sample Paths?
Neda Mohammadi
V. Panaretos
197
11
0
25 May 2021
Conditional Independence Testing in Hilbert Spaces with Applications to
  Functional Data Analysis
Conditional Independence Testing in Hilbert Spaces with Applications to Functional Data Analysis
A. Lundborg
Rajen Dinesh Shah
J. Peters
330
32
0
18 Jan 2021
Feature selection in functional data classification with recursive
  maxima hunting
Feature selection in functional data classification with recursive maxima hunting
J. L. Torrecilla
A. Suárez
121
7
0
07 Jun 2018
An Alternative Approach to Functional Linear Partial Quantile Regression
An Alternative Approach to Functional Linear Partial Quantile Regression
Dengdeng Yu
M. Pietrosanu
I. Mizera
Jiang
Linglong Kong
Wei Tu
284
3
0
07 Sep 2017
Sparse Wavelet Estimation in Quantile Regression with Multiple
  Functional Predictors
Sparse Wavelet Estimation in Quantile Regression with Multiple Functional PredictorsComputational Statistics & Data Analysis (CSDA), 2017
Dengdeng Yu
Li Zhang
I. Mizera
Bei Jiang
Linglong Kong
219
33
0
07 Jun 2017
Profile Estimation for Partial Functional Partially Linear Single-Index
  Model
Profile Estimation for Partial Functional Partially Linear Single-Index Model
Qingguo Tang
Linglong Kong
D. Ruppert
R. Karunamuni
270
1
0
08 Mar 2017
A simple method to construct confidence bands in functional linear
  regression
A simple method to construct confidence bands in functional linear regressionStatistica sinica (SS), 2016
Masaaki Imaizumi
Kengo Kato
430
14
0
22 Dec 2016
PCA-based estimation for functional linear regression with functional
  responses
PCA-based estimation for functional linear regression with functional responses
Masaaki Imaizumi
Kengo Kato
340
49
0
01 Sep 2016
Functional linear regression with points of impact
Functional linear regression with points of impact
A. Kneip
D. Poss
P. Sarda
237
44
0
12 Jan 2016
Partial least squares for dependent data
Partial least squares for dependent data
Marco Singer
Tatyana Krivobokova
B. L. de Groot
Axel Munk
390
17
0
16 Oct 2015
On the use of reproducing kernel Hilbert spaces in functional
  classification
On the use of reproducing kernel Hilbert spaces in functional classificationJournal of the American Statistical Association (JASA), 2015
J. Berrendero
Antonio Cuevas
J. L. Torrecilla
307
60
0
15 Jul 2015
PLS: a new statistical insight through the prism of orthogonal
  polynomials
PLS: a new statistical insight through the prism of orthogonal polynomials
Mélanie Blazère
Fabrice Gamboa
Jean-Michel Loubes
202
9
0
22 May 2014
Estimation in functional linear quantile regression
Estimation in functional linear quantile regression
Kengo Kato
325
142
0
22 Feb 2012
1
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