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1

Functional methods for time series prediction: a nonparametric approach

Germán Aneiros-Pérez, Ricardo Cao, Juan M. Vilar-Fernández

Journal:

Journal of Forecasting

Year:

2011

Language:

english

File:

PDF, 284 KB

english, 2011

2

Recent advances in functional data analysis and high-dimensional statistics

Aneiros, Germán, Cao, Ricardo, Fraiman, Ricardo, Genest, Christian, Vieu, Philippe

Journal:

Journal of Multivariate Analysis

Year:

2018

Language:

english

File:

PDF, 188 KB

english, 2018

3

Short-term forecast of daily curves of electricity demand and price

Aneiros, Germán, Vilar, Juan, Raña, Paula

Journal:

International Journal of Electrical Power & Energy Systems

Year:

2016

Language:

english

File:

PDF, 1.49 MB

english, 2016

4

Editorial on the special issue on Functional Data Analysis and Related Topics

Aneiros, Germán, Cao, Ricardo, Vieu, Philippe

Journal:

Computational Statistics

Year:

2019

Language:

english

File:

PDF, 160 KB

english, 2019

5

Nonparametric time series prediction: A semi-functional partial linear modeling

Germán Aneiros-Pérez, Philippe Vieu

Journal:

Journal of Multivariate Analysis

Year:

2008

Language:

english

File:

PDF, 454 KB

english, 2008

6

Plug-in bandwidth choice in partial linear models with autoregressive errors

Germán Aneiros-Pérez, Alejandro Quintela-del-Rı́o

Journal:

Journal of Statistical Planning and Inference

Year:

2002

Language:

english

File:

PDF, 225 KB

english, 2002

7

Forecasting next-day electricity demand and price using nonparametric functional methods

Juan M. Vilar, Ricardo Cao, Germán Aneiros

Journal:

International Journal of Electrical Power & Energy Systems

Year:

2012

Language:

english

File:

PDF, 539 KB

english, 2012

8

Functional Prediction for the Residual Demand in Electricity Spot Markets

Aneiros, German, Vilar, Juan M., Cao, Ricardo, Munoz San Roque, Antonio

Journal:

IEEE Transactions on Power Systems

Year:

2013

Language:

english

File:

PDF, 1.25 MB

english, 2013

9

Bootstrap confidence intervals in functional nonparametric regression under dependence

Raña, Paula, Aneiros, Germán, Vilar, Juan, Vieu, Philippe

Journal:

Electronic Journal of Statistics

Year:

2016

Language:

english

File:

PDF, 668 KB

english, 2016

10

[Contributions to Statistics] Functional Statistics and Related Fields || Predicting the physiological limits of sport stress tests with functional data

Aneiros, Germán, G. Bongiorno, Enea, Cao, Ricardo, Vieu, Philippe

Year:

2017

Language:

english

File:

PDF, 480 KB

english, 2017

11

[Contributions to Statistics] Functional Statistics and Related Fields || On the Geometric Brownian Motion assumption for financial time series

Aneiros, Germán, G. Bongiorno, Enea, Cao, Ricardo, Vieu, Philippe

Year:

2017

Language:

english

File:

PDF, 674 KB

english, 2017

12

[Contributions to Statistics] Functional Statistics and Related Fields || Two-sample tests for multivariate functional data

Aneiros, Germán, G. Bongiorno, Enea, Cao, Ricardo, Vieu, Philippe

Year:

2017

Language:

english

File:

PDF, 212 KB

english, 2017

13

Prediction intervals for electricity demand and price using functional data

Vilar, Juan, Aneiros, Germán, Raña, Paula

Journal:

International Journal of Electrical Power & Energy Systems

Year:

2018

Language:

english

File:

PDF, 895 KB

english, 2018

14

Fast Algorithm for Impact Point Selection in Semiparametric Functional Models

Novo, Silvia, Aneiros, Germán, Vieu, Philippe

Journal:

Proceedings (American Bar Association. Section of International and Comparative Law)

Year:

2019

Language:

english

File:

PDF, 213 KB

english, 2019

15

Maximum ozone concentration forecasting by functional non-parametric approaches

Germán Aneiros-Pérez, Hervé Cardot, Graciela Estévez-Pérez, Philippe Vieu

Journal:

Year:

2004

Language:

english

File:

PDF, 151 KB

english, 2004

16

Semi-functional partial linear regression

Germán Aneiros-Pérez, Philippe Vieu

Journal:

Statistics & Probability Letters

Year:

2006

Language:

english

File:

PDF, 153 KB

english, 2006

17

On bandwidth selection in partial linear regression models under dependence

Germán Aneiros-Pérez

Journal:

Statistics & Probability Letters

Year:

2002

Language:

english

File:

PDF, 144 KB

english, 2002

18

Asymptotic properties in partial linear models under dependence

Germán Aneiros, Alejandro Quintela

Journal:

Year:

2001

Language:

english

File:

PDF, 813 KB

english, 2001

19

Plug-in bandwidth choice for estimation of nonparametric part in partial linear regression models with strong mixing errors

Germán Aneiros-Pérez

Journal:

Statistical Papers

Year:

2004

Language:

english

File:

PDF, 884 KB

english, 2004

20

Automatic estimation procedure in partial linear model with functional data

Germán Aneiros-Pérez, Philippe Vieu

Journal:

Statistical Papers

Year:

2011

Language:

english

File:

PDF, 426 KB

english, 2011

21

SEMI-PARAMETRIC ANALYSIS OF COVARIANCE UNDER DEPENDENCE CONDITIONS WITHIN EACH GROUP

Germán Aneiros-Pérez

Journal:

Australian & New Zealand Journal of Statistics

Year:

2008

Language:

english

File:

PDF, 245 KB

english, 2008

22

Comments on: Some recent theory for autoregressive count time series

Germán Aneiros

Journal:

Year:

2012

Language:

english

File:

PDF, 159 KB

english, 2012

23

Estimation and Testing in a Partial Linear Regression Model under Long-Memory Dependence

Germán Aneiros-Pérez, Wenceslao González-Manteiga and Philippe Vieu

Journal:

Year:

2004

Language:

english

File:

PDF, 2.60 MB

english, 2004

24

Variable selection in infinite-dimensional problems

Aneiros, Germán, Vieu, Philippe

Journal:

Statistics & Probability Letters

Year:

2014

Language:

english

File:

PDF, 526 KB

english, 2014

25

MODIFIED CROSS-VALIDATION IN SEMIPARAMETRIC REGRESSION MODELS WITH DEPENDENT ERRORS

Aneiros-Pérez, Germán, Quintela-del-Río, Alejandro

Journal:

Communication in Statistics- Theory and Methods

Year:

2001

Language:

english

File:

PDF, 205 KB

english, 2001

26

Partial linear modelling with multi-functional covariates

Aneiros, Germán, Vieu, Philippe

Journal:

Computational Statistics

Year:

2015

Language:

english

File:

PDF, 567 KB

english, 2015

27

Error variance estimation in semi-functional partially linear regression models

Aneiros, Germán, Ling, Nengxiang, Vieu, Philippe

Journal:

Journal of Nonparametric Statistics

Year:

2015

Language:

english

File:

PDF, 352 KB

english, 2015

28

Modèle non paramétrique parcimonieux pour la détection des points d'impact d'une variable fonctionnelle

Aneiros, Germán, Vieu, Philippe

Journal:

Comptes Rendus Mathematique

Year:

2016

File:

PDF, 247 KB

2016

29

Comments on: Probability enhanced effective dimension reduction for classifying sparse functional data

Aneiros, Germán, Vieu, Philippe

Journal:

Year:

2016

Language:

english

File:

PDF, 360 KB

english, 2016

30

Estimation and testing in a partial linear regression model under long-memory dependence

Aneiros-Pérez, Germán, González-Manteiga, Wenceslao, Vieu, Philippe

Journal:

Year:

2004

Language:

english

File:

PDF, 297 KB

english, 2004

31

[Contributions to Statistics] Functional Statistics and Related Fields ||

Aneiros, Germán, G. Bongiorno, Enea, Cao, Ricardo, Vieu, Philippe

Year:

2017

Language:

english

File:

PDF, 9.74 MB

english, 2017

32

[Contributions to Statistics] Functional Statistics and Related Fields || Robust fusion methods for Big Data

Aneiros, Germán, G. Bongiorno, Enea, Cao, Ricardo, Vieu, Philippe

Year:

2017

Language:

english

File:

PDF, 135 KB

english, 2017

33

[Contributions to Statistics] Functional Statistics and Related Fields || Registration for Exponential Family Functional Data

Aneiros, Germán, G. Bongiorno, Enea, Cao, Ricardo, Vieu, Philippe

Year:

2017

Language:

english

File:

PDF, 391 KB

english, 2017

34

[Contributions to Statistics] Functional Statistics and Related Fields || Parameter estimation of the functional linear model with scalar response with responses missing at random

Aneiros, Germán, G. Bongiorno, Enea, Cao, Ricardo, Vieu, Philippe

Year:

2017

Language:

english

File:

PDF, 106 KB

english, 2017

35

[Contributions to Statistics] Functional Statistics and Related Fields || Functional linear regression models for scalar responses on remote sensing data: an application to Oceanography

Aneiros, Germán, G. Bongiorno, Enea, Cao, Ricardo, Vieu, Philippe

Year:

2017

Language:

english

File:

PDF, 109 KB

english, 2017

36

[Contributions to Statistics] Functional Statistics and Related Fields || Functional data analysis approach of Mandel’s h and k statistics in Interlaboratory Studies

Aneiros, Germán, G. Bongiorno, Enea, Cao, Ricardo, Vieu, Philippe

Year:

2017

Language:

english

File:

PDF, 190 KB

english, 2017

37

[Contributions to Statistics] Functional Statistics and Related Fields || Contribution of Functional Approach to the Classification and the Identification of Acoustic Emission Source Mechanisms

Aneiros, Germán, G. Bongiorno, Enea, Cao, Ricardo, Vieu, Philippe

Year:

2017

Language:

english

File:

PDF, 696 KB

english, 2017

38

[Contributions to Statistics] Functional Statistics and Related Fields || High-dimensional functional time series forecasting

Aneiros, Germán, G. Bongiorno, Enea, Cao, Ricardo, Vieu, Philippe

Year:

2017

Language:

english

File:

PDF, 109 KB

english, 2017

39

kNN estimation in functional partial linear modeling

Ling, Nengxiang, Aneiros, Germán, Vieu, Philippe

Journal:

Statistical Papers

Year:

2017

Language:

english

File:

PDF, 1.18 MB

english, 2017

40

Bootstrap in semi-functional partial linear regression under dependence

Aneiros, Germán, Raña, Paula, Vieu, Philippe, Vilar, Juan

Journal:

Year:

2017

Language:

english

File:

PDF, 667 KB

english, 2017

41

The VAL66MET Bdnf Genetic Polymorphism Does Not Modify The Association Between Major Depression And Body Mass Index (BMI)

Rivera, Margarita, Rovira, Paula, Cervilla, Jorge, Ching-López, Ana, Victoria Martín-Laguna, María, Bandrés-Ciga, Sara, Molina, Esther, Ruiz-Pérez, Isabel, Rodríguez-Barranco, Miguel, Aneiros, Germán,

Journal:

European Neuropsychopharmacology

Year:

2017

Language:

english

File:

PDF, 46 KB

english, 2017

42

On the use of functional additive models for electricity demand and price prediction

Rana, Paula, Vilar, Juan, Aneiros, German

Journal:

Year:

2018

Language:

english

File:

PDF, 2.99 MB

english, 2018

43

Sparse Semi-Functional Partial Linear Single-Index Regression

Novo, Silvia, Aneiros, Germán, Vieu, Philippe

Journal:

Proceedings (American Bar Association. Section of International and Comparative Law)

Year:

2018

Language:

english

File:

PDF, 720 KB

english, 2018

44

Automatic and location-adaptive estimation in functional single-index regression

Novo, Silvia, Aneiros, Germán, Vieu, Philippe

Journal:

Journal of Nonparametric Statistics

Year:

2019

Language:

english

File:

PDF, 2.41 MB

english, 2019

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