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1

Asymptotic properties of a generalized kaplan-meier estimator with some applications

Gonzalez-Manteiga, W., Cadarso-Suarez, C.

Journal:

Journal of Nonparametric Statistics

Year:

1994

Language:

english

File:

PDF, 515 KB

english, 1994

2

Lasso Logistic Regression, GSoft and the Cyclic Coordinate Descent Algorithm: Application to Gene Expression Data

Garcia-Magariños, Manuel, Antoniadis, Anestis, Cao, Ricardo, González-Manteiga, Wenceslao

Journal:

Statistical Applications in Genetics and Molecular Biology

Year:

2010

Language:

english

File:

PDF, 610 KB

english, 2010

3

Goodness-of-fit tests for linear regression models with missing response data

Wenceslao González-Manteiga, Ana Peréz-González

Journal:

Canadian Journal of Statistics

Year:

2006

Language:

english

File:

PDF, 1.11 MB

english, 2006

4

Modelling of the monthly and daily behaviour of the runoff of the Xallas river using Box–Jenkins and neural networks methods

Marı́a Castellano-Méndez, Wenceslao González-Manteiga, Manuel Febrero-Bande, José Manuel Prada-Sánchez, Román Lozano-Calderón

Journal:

Journal of Hydrology

Year:

2004

Language:

english

File:

PDF, 561 KB

english, 2004

5

Bandwidth selection for kernel density estimation with length-biased data

Borrajo, M. I., González-Manteiga, W., Martínez-Miranda, M. D.

Journal:

Journal of Nonparametric Statistics

Year:

2017

Language:

english

File:

PDF, 2.91 MB

english, 2017

6

Variable selection in functional additive regression models

Febrero-Bande, Manuel, González-Manteiga, Wenceslao, Oviedo de la Fuente, Manuel

Journal:

Computational Statistics

Year:

2018

Language:

english

File:

PDF, 2.70 MB

english, 2018

7

Outlier detection in functional data by depth measures, with application to identify abnormal NOx levels

Manuel Febrero, Pedro Galeano, Wenceslao González-Manteiga

Journal:

Year:

2008

Language:

english

File:

PDF, 244 KB

english, 2008

8

Testing the hypothesis of a generalized linear regression model using nonparametric regression estimation

M.Celia Rodríguez-Campos, Wenceslao González-Manteiga, Ricardo Cao

Journal:

Journal of Statistical Planning and Inference

Year:

1998

Language:

english

File:

PDF, 891 KB

english, 1998

9

Regularized kriging as a generalization of simple, universal, and bayesian kriging

J. M. Matías, W. González-Manteiga

Journal:

Stochastic Environmental Research and Risk Assessment

Year:

2006

Language:

english

File:

PDF, 577 KB

english, 2006

10

Artificial neural networks as a useful tool to predict the risk level ofBetulapollen in the air

M. Castellano-Méndez, M. J. Aira, I. Iglesias, V. Jato, W. González-Manteiga

Journal:

International Journal of Biometeorology

Year:

2005

Language:

english

File:

PDF, 397 KB

english, 2005

11

Variography for Model Selection in Local Polynomial Regression with Spatial Data

J. M. Matías, W. González-Manteiga, M. Francisco-Fernández, C. Ordóñez

Journal:

Journal of Mathematical Modelling and Algorithms in Operations Research

Year:

2005

Language:

english

File:

PDF, 414 KB

english, 2005

12

Testing for interactions in generalized additive models: Application to SO2pollution data

J. Roca-Pardiñas, C. Cadarso-Suárez, W. González-Manteiga

Journal:

Statistics and Computing

Year:

2005

Language:

english

File:

PDF, 1.22 MB

english, 2005

13

ROC Curves in Non-Parametric Location-Scale Regression Models

WENCESLAO GONZÁLEZ-MANTEIGA, JUAN CARLOS PARDO-FERNÁNDEZ, INGRID VAN KEILEGOM

Journal:

Scandinavian Journal of Statistics

Year:

2011

Language:

english

File:

PDF, 873 KB

english, 2011

14

Small area estimation under Fay-Herriot models with non-parametric estimation of heteroscedasticity

Gonzalez-Manteiga, W., Lombarda, M., Molina, I., Morales, D., Santamaria, L.

Journal:

Statistical Modelling

Year:

2010

Language:

english

File:

PDF, 613 KB

english, 2010

15

Time-series analysis for ambient concentrations

Febrero-Bande, M., Lucas-Domínguez, T., González-Manteiga, W., Prada-Sánchez, J.M., Cao, R., García-Jurado, I.

Journal:

Atmospheric Environment. Part A. General Topics

Year:

1993

Language:

english

File:

PDF, 401 KB

english, 1993

16

Saving computer time in constructing consistent bootstrap prediction intervals for autoregressive processes

Cao, R., Febrerobande, M, Gonzalez-Manteiga, W, Prada-Sanchez, J.M, Garcfa-Jurado, I

Journal:

Communications in Statistics - Simulation and Computation

Year:

1997

Language:

english

File:

PDF, 561 KB

english, 1997

17

Functional Principal Component Regression and Functional Partial Least-squares Regression: An Overview and a Comparative Study

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

Journal:

International Statistical Review

Year:

2015

Language:

english

File:

PDF, 1.59 MB

english, 2015

18

A comparative study of methods for testing the equality of two or more ROC curves

Fanjul-Hevia, Arís, González-Manteiga, Wenceslao

Journal:

Computational Statistics

Year:

2017

Language:

english

File:

PDF, 884 KB

english, 2017

19

Plug-in marginal estimation under a general regression model with missing responses and covariates

Bianco, Ana M., Boente, Graciela, González-Manteiga, Wenceslao, Pérez-González, Ana

Journal:

Year:

2018

Language:

english

File:

PDF, 2.16 MB

english, 2018

20

Goodness-of-fit tests for the functional linear model based on randomly projected empirical processes

Cuesta-Albertos, Juan A., García-Portugués, Eduardo, Febrero-Bande, Manuel, González-Manteiga, Wenceslao

Journal:

The Annals of Statistics

Year:

2019

Language:

english

File:

PDF, 861 KB

english, 2019

21

Bootstrapping kernel intensity estimation for inhomogeneous point processes with spatial covariates

Borrajo, M.I., González-Manteiga, W., Martínez-Miranda, M.D.

Journal:

Computational Statistics & Data Analysis

Year:

2020

Language:

english

File:

PDF, 2.43 MB

english, 2020

22

Prediction of SO2 pollution incidents near a power station using partially linear models and an historical matrix of predictor-response vectors

J. M. Prada-Sánchez, M. Febrero-Bande, T. Cotos-Yáñez, W. González-Manteiga, J. L. Bermúdez-Cela, T. Lucas-Domínguez

Journal:

Year:

2000

Language:

english

File:

PDF, 392 KB

english, 2000

23

Dependence between fusion temperatures and chemical components of a certain type of coal using classical, non-parametric and bootstrap techniques

W. González-Manteiga, J. M. Prada-Sánchez, M. G. Fiestras-Janeiro, I. García-Jurado

Journal:

Journal of Chemometrics

Year:

1990

Language:

english

File:

PDF, 542 KB

english, 1990

24

Estimation of a finite population distribution function based on a linear model with unknown heteroscedastic errors

María-José Lombardí, Wenceslao González-Manteiga, José-Manuel Prada-Sánchez

Journal:

Canadian Journal of Statistics

Year:

2005

Language:

english

File:

PDF, 928 KB

english, 2005

25

Goodness-of-fit tests for parametric models in censored regression

Juan Carlos Pardo-Fernández, Ingrid Van Keilegom, Wenceslao González-Manteiga

Journal:

Canadian Journal of Statistics

Year:

2007

Language:

english

File:

PDF, 857 KB

english, 2007

26

Nonparametric test for separability of spatio-temporal processes

Rosa M. Crujeiras, Rubén Fernández-Casal, Wenceslao González-Manteiga

Journal:

Year:

2010

Language:

english

File:

PDF, 226 KB

english, 2010

27

Recent advances in spatio-temporal stochastic modelling

Wenceslao González-Manteiga, Rosa M. Crujeiras

Journal:

Year:

2012

Language:

english

File:

PDF, 32 KB

english, 2012

28

Predicting binary time series of SO2 using generalized additive models with unknown link function

J. Roca-Pardiñas, W. González-Manteiga, M. Febrero-Bande, J. M. Prada-Sánchez, C. Cadarso-Suárez

Journal:

Year:

2004

Language:

english

File:

PDF, 312 KB

english, 2004

29

Comparing spatial dependence structures using spectral density estimators

Rosa M. Crujeiras, Rubén Fernández-Casal, Wenceslao González-Manteiga

Journal:

Year:

2007

Language:

english

File:

PDF, 226 KB

english, 2007

30

Accuracy of binned kernel functional approximations

W. González-Manteiga, C. Sánchez-Sellero, M.P. Wand

Journal:

Computational Statistics & Data Analysis

Year:

1996

Language:

english

File:

PDF, 729 KB

english, 1996

31

Managing distribution changes in time series prediction

J.M. Matías, W. González-Manteiga, J. Taboada, C. Ordóñez

Journal:

Journal of Computational and Applied Mathematics

Year:

2006

Language:

english

File:

PDF, 233 KB

english, 2006

32

Estimation of the mean squared error of predictors of small area linear parameters under a logistic mixed model

W. González-Manteiga, M.J. Lombardía, I. Molina, D. Morales, L. Santamaría

Journal:

Computational Statistics & Data Analysis

Year:

2007

Language:

english

File:

PDF, 232 KB

english, 2007

33

Analytic and bootstrap approximations of prediction errors under a multivariate Fay–Herriot model

W. González-Manteiga, M.J. Lombardía, I. Molina, D. Morales, L. Santamaría

Journal:

Computational Statistics & Data Analysis

Year:

2008

Language:

english

File:

PDF, 559 KB

english, 2008

34

Estimation of the marginal location under a partially linear model with missing responses

Ana Bianco, Graciela Boente, Wenceslao González-Manteiga, Ana Pérez-González

Journal:

Computational Statistics & Data Analysis

Year:

2010

Language:

english

File:

PDF, 1023 KB

english, 2010

35

Goodness-of-fit test for interest rate models: An approach based on empirical processes

Abelardo Monsalve-Cobis, Wenceslao González-Manteiga, Manuel Febrero-Bande

Journal:

Computational Statistics & Data Analysis

Year:

2011

Language:

english

File:

PDF, 512 KB

english, 2011

36

Goodness-of-fit tests for conditional models under censoring and truncation

Ricardo Cao, Wenceslao González-Manteiga

Journal:

Journal of Econometrics

Year:

2008

Language:

english

File:

PDF, 322 KB

english, 2008

37

Nonparametric variance function estimation with missing data

A. Pérez-González, J.M. Vilar-Fernández, W. González-Manteiga

Journal:

Journal of Multivariate Analysis

Year:

2010

Language:

english

File:

PDF, 1.09 MB

english, 2010

38

Bootstrap in functional linear regression

Wenceslao González-Manteiga, Adela Martínez-Calvo

Journal:

Journal of Statistical Planning and Inference

Year:

2011

Language:

english

File:

PDF, 191 KB

english, 2011

39

Boosting GARCH and neural networks for the prediction of heteroskedastic time series

J.M. Matías, M. Febrero-Bande, W. González-Manteiga, J.C. Reboredo

Journal:

Mathematical and Computer Modelling

Year:

2010

Language:

english

File:

PDF, 2.54 MB

english, 2010

40

Partially linear support vector machines applied to the prediction of mine slope movements

J.M. Matías, J. Taboada, C. Ordóñez, W. González-Manteiga

Journal:

Mathematical and Computer Modelling

Year:

2010

Language:

english

File:

PDF, 803 KB

english, 2010

41

A note on variable selection in nonparametric regression with dependent data

Wenceslao González-Manteiga, Alejandro Quintela-del-Rı́o, Philippe Vieu

Journal:

Statistics & Probability Letters

Year:

2002

Language:

english

File:

PDF, 128 KB

english, 2002

42

Local linear regression estimation of the variogram

Pilar H. Garcı́a-Soidán, Wenceslao González-Manteiga, Manuel Febrero-Bande

Journal:

Statistics & Probability Letters

Year:

2003

Language:

english

File:

PDF, 242 KB

english, 2003

43

Distributional convergence under proportional censorship when covariables are present

Jacobo de Uña-Álvarez, Wenceslao González-Manteiga

Journal:

Statistics & Probability Letters

Year:

1998

Language:

english

File:

PDF, 449 KB

english, 1998

44

Goodness-of-fit test for linear models based on local polynomials

J.T. Alcalá, J.A. Cristóbal, W. González-Manteiga

Journal:

Statistics & Probability Letters

Year:

1999

Language:

english

File:

PDF, 92 KB

english, 1999

45

Strong consistency under proportional censorship when covariables are present

Jacobo de Uña-Álvarez, Wenceslao González-Manteiga

Journal:

Statistics & Probability Letters

Year:

1999

Language:

english

File:

PDF, 107 KB

english, 1999

46

Bootstrapping the Chambers–Dunstan estimate of a finite population distribution function

M.J. Lombardı́a, W. González-Manteiga, J.M. Prada-Sánchez

Journal:

Journal of Statistical Planning and Inference

Year:

2003

Language:

english

File:

PDF, 218 KB

english, 2003

47

Chi-squared Goodness-of-fit Theory under Proportional Censorship

Jacobo de Uña-Álvarez, Wenceslao González-Manteiga, Carmen Cadarso-Suárez

Journal:

Journal of Statistical Planning and Inference

Year:

2003

Language:

english

File:

PDF, 200 KB

english, 2003

48

Nonparametric kernel estimation of an isotropic variogram

Pilar H. Garcı́a-Soidán, Manuel Febrero-Bande, Wenceslao González-Manteiga

Journal:

Journal of Statistical Planning and Inference

Year:

2004

Language:

english

File:

PDF, 364 KB

english, 2004

49

Edgeworth expansions for nonparametric distribution estimation with applications

Pilar H. García-Soidán, Wenceslao González-Manteiga, JoséM. Prada-Sánchez

Journal:

Journal of Statistical Planning and Inference

Year:

1997

Language:

english

File:

PDF, 963 KB

english, 1997

50

Kernel distribution function estimation under the Koziol–Green model

Jacobo de Uña-Álvarez, Wenceslao González-Manteiga, Carmen Cadarso-Suárez

Journal:

Journal of Statistical Planning and Inference

Year:

2000

Language:

english

File:

PDF, 207 KB

english, 2000

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