| Publication | Date of Publication | Type |
|---|
| Fast and efficient algorithms for sparse semiparametric bifunctional regression | 2023-10-20 | Paper |
| Partially functional linear quantile regression model and variable selection with censoring indicators MAR | 2023-08-08 | Paper |
| Missing responses at random in functional single index model for time series data | 2022-04-07 | Paper |
| On functional data analysis and related topics | 2022-03-01 | Paper |
| Special issue on functional data analysis and related fields | 2022-03-01 | Paper |
| Variable selection in functional regression models: a review | 2022-01-03 | Paper |
| Sparse semiparametric regression when predictors are mixture of functional and high-dimensional variables | 2021-11-22 | Paper |
| A \(k\)NN procedure in semiparametric functional data analysis | 2021-03-18 | Paper |
| A new way for ranking functional data with applications in diagnostic test | 2021-02-25 | Paper |
| About the Complexity Function in Small-ball Probability Factorization | 2020-07-29 | Paper |
| A New Method for Ordering Functional Data and its Application to Diagnostic Test | 2020-07-29 | Paper |
| Single Functional Index Model under Responses MAR and Dependent Observations | 2020-07-29 | Paper |
| Variable Selection in Semiparametric Bi-functional Models | 2020-07-29 | Paper |
| Generalized Functional Partially Linear Single-index Models | 2020-07-29 | Paper |
| Convergence rate of kernel regression estimation for time series data when both response and covariate are functional | 2020-06-16 | Paper |
| \(k\)NN estimation in functional partial linear modeling | 2020-04-29 | Paper |
| Estimating the complexity index of functional data: some asymptotics | 2020-03-27 | Paper |
| https://portal.mardi4nfdi.de/entity/Q5216364 | 2020-02-17 | Paper |
| https://portal.mardi4nfdi.de/entity/Q5216365 | 2020-02-17 | Paper |
| https://portal.mardi4nfdi.de/entity/Q5216376 | 2020-02-17 | Paper |
| https://portal.mardi4nfdi.de/entity/Q5216383 | 2020-02-17 | Paper |
| Modeling functional data: a test procedure | 2019-06-03 | Paper |
| Clustering acoustic emission signals by mixing two stages dimension reduction and nonparametric approaches | 2019-06-03 | Paper |
| Automatic and location-adaptive estimation in functional single-index regression | 2019-05-14 | Paper |
| Uniform consistency rate of kNN regression estimation for functional time series data | 2019-05-14 | Paper |
| Recent advances in functional data analysis and high-dimensional statistics | 2019-03-21 | Paper |
| Semi-functional partially linear regression model with responses missing at random | 2019-03-20 | Paper |
| SEMIPARAMETRIC ESTIMATION OF SEPARABLE MODELS WITH POSSIBLY LIMITED DEPENDENT VARIABLES | 2018-12-21 | Paper |
| Evaluating the complexity of some families of functional data | 2018-08-28 | Paper |
| Nonparametric modelling for functional data: selected survey and tracks for future | 2018-08-13 | Paper |
| On dimension reduction models for functional data | 2018-06-20 | Paper |
| Sparse nonparametric model for the detection of impact points of a functional variable | 2018-02-07 | Paper |
| Choosing the most relevant level sets for depicting a sample of densities | 2017-09-08 | Paper |
| Uniform in bandwidth consistency for various kernel estimators involving functional data | 2017-06-16 | Paper |
| Conditional mode estimation for functional stationary ergodic data with responses missing at random | 2017-01-04 | Paper |
| Data-driven \(k\)NN estimation in nonparametric functional data analysis | 2016-12-15 | Paper |
| Sparse nonparametric model for regression with functional covariate | 2016-11-04 | Paper |
| A partitioned single functional index model | 2016-08-12 | Paper |
| Partial linear modelling with multi-functional covariates | 2016-08-12 | Paper |
| Comments on: ``Probability enhanced effective dimension reduction for classifying sparse functional data | 2016-05-19 | Paper |
| Peak-Load Forecasting Using a Functional Semi-Parametric Approach | 2016-02-25 | Paper |
| Nonparametric Statistics and High/Infinite Dimensional Data | 2016-02-25 | Paper |
| SPECIFICATION TESTING WHEN THE NULL IS NONPARAMETRIC OR SEMIPARAMETRIC | 2016-01-22 | Paper |
| Variable selection in partial linear regression with functional covariate | 2016-01-04 | Paper |
| Error variance estimation in semi-functional partially linear regression models | 2015-12-04 | Paper |
| Optimal level sets for bivariate density representation | 2015-09-10 | Paper |
| Nonparametric regression estimation for functional stationary ergodic data with missing at random | 2015-06-10 | Paper |
| Testing linearity in semi-parametric functional data analysis | 2015-02-18 | Paper |
| Variable selection in infinite-dimensional problems | 2014-11-03 | Paper |
| Uniform consistency of \(k\mathrm{NN}\) regressors for functional variables | 2013-12-06 | Paper |
| Mean estimation with data missing at random for functional covariables | 2013-11-21 | Paper |
| Functional projection pursuit regression | 2013-08-05 | Paper |
| Kernel regression with functional response | 2013-05-28 | Paper |
| Nonparametric regression for functional response and functional regressor under dependance | 2012-10-16 | Paper |
| Regression when both response and predictor are functions | 2012-07-04 | Paper |
| Nonparametric estimation of a surrogate density function in infinite-dimensional spaces | 2012-06-25 | Paper |
| SPECIFICATION TEST FOR CONDITIONAL DISTRIBUTION WITH FUNCTIONAL DATA | 2012-04-24 | Paper |
| Presmoothing in functional linear regression | 2012-03-08 | Paper |
| Automatic estimation procedure in partial linear model with functional data | 2012-01-13 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3097314 | 2011-11-15 | Paper |
| Analysis of time of occurrence of earthquakes: A functional data approach | 2011-08-25 | Paper |
| Structural test in regression on functional variables | 2011-03-14 | Paper |
| On the Validity of the Bootstrap in Non-Parametric Functional Regression | 2011-02-22 | Paper |
| Most-predictive design points for functional data predictors | 2011-01-20 | Paper |
| Locally modelled regression and functional data | 2010-09-20 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3580546 | 2010-08-13 | Paper |
| Local smoothing regression with functional data | 2010-04-22 | Paper |
| Additive prediction and boosting for functional data | 2010-03-30 | Paper |
| Rate of uniform consistency for nonparametric estimates with functional variables | 2009-11-30 | Paper |
| Cross-validated estimations in the single-functional index model | 2009-09-18 | Paper |
| Statistics for functional data | 2009-05-29 | Paper |
| On the using of modal curves for radar waveforms classification | 2009-05-29 | Paper |
| Factor-based comparison of groups of curves | 2009-05-29 | Paper |
| k-Nearest Neighbour method in functional nonparametric regression | 2009-05-19 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3605308 | 2009-02-23 | Paper |
| Curves discrimination: a nonparametric functional approach | 2008-11-26 | Paper |
| Erratum of: ‘Non-parametric models for functional data, with application in regression, time-series prediction and curve discrimination’ | 2008-06-12 | Paper |
| Consistency of the regression estimator with functional data under long memory conditions | 2008-06-11 | Paper |
| Nonparametric time series prediction: A semi-functional partial linear modeling | 2008-04-16 | Paper |
| Convergence of \(k\) nearest neighbor kernel estimator in nonparametric functional regression | 2008-03-20 | Paper |
| NONPARAMETRIC REGRESSION ON FUNCTIONAL DATA: INFERENCE AND PRACTICAL ASPECTS | 2008-03-19 | Paper |
| Optimal functional parameter in the single functional index model | 2008-02-25 | Paper |
| Functional Nonparametric Statistics in Action | 2007-09-28 | Paper |
| Nonparametric and Semiparametric Estimation of Additive Models with Both Discrete and Continuous Variables under Dependence | 2007-09-28 | Paper |
| Estimating some characteristics of the conditional distribution in nonparametric functional models | 2007-09-10 | Paper |
| Nonparametric regression for functional data: automatic smoothing parameter selection | 2007-08-23 | Paper |
| Nonparametric functional data analysis. Theory and practice. | 2006-08-16 | Paper |
| Semi-functional partial linear regression | 2006-06-30 | Paper |
| https://portal.mardi4nfdi.de/entity/Q5472826 | 2006-06-14 | Paper |
| A note on quantile estimation for long-range dependent stochastic processes | 2006-04-28 | Paper |
| Advances on nonparametric regression for functional variables | 2006-03-03 | Paper |
| Automatic smoothing parameter selection for the nonparametric regression estimation of functional data. | 2005-10-10 | Paper |
| Functional time series prediction via conditional mode estimation | 2005-04-07 | Paper |
| Mode estimation in a semi-normed vectorial space. | 2005-02-22 | Paper |
| Nonparametric models for functional data, with application in regression, time series prediction and curve discrimination | 2004-09-27 | Paper |
| Estimation and testing in a partial linear regression model under long-memory dependence | 2004-06-10 | Paper |
| The functional nonparametric model and applications to spectrometric data | 2004-03-16 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4802135 | 2003-09-29 | Paper |
| Modèle à indice fonctionnel simple. (Single functional index model) | 2003-09-15 | Paper |
| Data-Driven Model Choice in Multivariate Nonparametric Regression | 2003-07-03 | Paper |
| Functional nonparametric model for time series: a fractal approach for dimension reduction | 2003-05-18 | Paper |
| Normalité asymptotique d'estimateurs de maximum de vraisemblance pour modèles non-paramétriques de régression multidimensionnelle | 2003-03-09 | Paper |
| Additive time series: The kernel integration method | 2003-02-10 | Paper |
| Influence of long memory on the asymptotic behaviour of functional estimators | 2003-01-15 | Paper |
| A note on variable selection in nonparametric regression with dependent data | 2002-09-05 | Paper |
| Nonparametric regression for mixing functional random variables | 2002-08-04 | Paper |
| Convergence rate for cross-validatory bandwidth in kernel hazard estimation from dependent samples | 2002-06-16 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4524030 | 2002-03-06 | Paper |
| Longitudinal data with nonstationary errors: A nonparametric three-stage approach | 2000-10-03 | Paper |
| Dimension fractale et estimation de la régression dans des espaces vectoriels semi-normés | 2000-08-24 | Paper |
| A nonparametric model for unbalanced longitudinal data with application to geophysical data | 2000-03-02 | Paper |
| Multiple Kernel Procedure: an Asymptotic Support | 1999-08-10 | Paper |
| Régression non paramétrique: une approche générale du problème de sélection automatique de modèle | 1999-07-04 | Paper |
| A nonparametric conditional mode estimate | 1998-05-27 | Paper |
| Optimal smooth hazard estimates | 1998-03-12 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4375688 | 1998-02-08 | Paper |
| Choice of regressors in nonparametric estimation | 1997-08-31 | Paper |
| A note on density mode estimation | 1996-09-30 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4878352 | 1996-07-08 | Paper |
| LOCATION OF PARTICULAR POINTS IN NON‐PARAMETRIC REGRESSION ANALYSIS | 1996-02-08 | Paper |
| Order Choice in Nonlinear Autoregressive Models | 1995-11-26 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4298748 | 1994-07-19 | Paper |
| Growth curves: A two-stage nonparametric approach | 1994-07-12 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4272665 | 1993-12-20 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4201964 | 1993-11-15 | Paper |
| KERNEL REGRESSION SMOOTHING OF TIME SERIES | 1992-09-27 | Paper |
| Nonparametric curve estimation from time series | 1992-09-17 | Paper |
| Quadratic errors for nonparametric estimates under dependence | 1992-06-28 | Paper |
| Smoothing parameter selection in hazard estimation | 1991-01-01 | Paper |
| Data-driven bandwidth choice for density estimation based on dependent data | 1990-01-01 | Paper |
| Local data-driven bandwidth choice for density estimation | 1989-01-01 | Paper |
| Empirical distribution function for mixing random variables. application in nonparametric hazard estimation | 1989-01-01 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4733241 | 1989-01-01 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3814559 | 1988-01-01 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3709715 | 1986-01-01 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3749991 | 1986-01-01 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3802412 | 1986-01-01 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3703119 | 1985-01-01 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3709644 | 1985-01-01 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3746679 | 1985-01-01 | Paper |
