Uniform in bandwidth consistency for various kernel estimators involving functional data

An introduction to recent advances in high/infinite dimensional statistics

(2016) Aldo Goia et al.   JOURNAL OF MULTIVARIATE ANALYSIS

Adaptive estimation in the functional nonparametric regression model

(2016) Gaëlle Chagny et al.   JOURNAL OF MULTIVARIATE ANALYSIS

Partial linear modelling with multi-functional covariates

(2015) Germán Aneiros et al.   COMPUTATIONAL STATISTICS

A partitioned Single Functional Index Model

(2014) Aldo Goia et al.   COMPUTATIONAL STATISTICS

Bayesian bandwidth estimation for a functional nonparametric regression model with mixed types of regressors and unknown error density

(2014) Han Lin Shang   JOURNAL OF NONPARAMETRIC STATISTICS

Variable selection in infinite-dimensional problems

(2014) Germán Aneiros et al.   STATISTICS & PROBABILITY LETTERS

Adaptive and minimax estimation of the cumulative distribution function given a functional covariate

(2014) Gaëlle Chagny et al.   Electronic Journal of Statistics

Uniform-in-bandwidth kernel estimation for censored data

(2013) Sarah Ouadah   JOURNAL OF STATISTICAL PLANNING AND INFERENCE

A partial overview of the theory of statistics with functional data

(2013) Antonio Cuevas   JOURNAL OF STATISTICAL PLANNING AND INFERENCE

Uniform-in-bandwidth nearest-neighbor density estimation

(2013) Sarah Ouadah   STATISTICS & PROBABILITY LETTERS

Uniform consistency of NN regressors for functional variables

(2013) Nadia L. Kudraszow et al.   STATISTICS & PROBABILITY LETTERS

Lower bound in regression for functional data by representation of small ball probabilities

(2012) André Mas   Electronic Journal of Statistics

Single and multiple index functional regression models with nonparametric link

(2011) Dong Chen et al.   ANNALS OF STATISTICS

Uniform-in-Bandwidth Functional Limit Laws

(2011) Paul Deheuvels et al.   JOURNAL OF THEORETICAL PROBABILITY

A local maximal inequality under uniform entropy

(2011) Aad van der Vaart et al.   Electronic Journal of Statistics

Uniform-in-bandwidth consistency for kernel-type estimators of Shannon’s entropy

(2011) Salim Bouzebda et al.   Electronic Journal of Statistics

Uniform in bandwidth exact rates for a class of kernel estimators

(2010) Davit Varron et al.   ANNALS OF THE INSTITUTE OF STATISTICAL MATHEMATICS

Functional partial linear model

(2010) Heng Lian   JOURNAL OF NONPARAMETRIC STATISTICS

A note on the universal consistency of the kernel distribution function estimator

(2010) José E. Chacón et al.   STATISTICS & PROBABILITY LETTERS

A general result on the uniform in bandwidth consistency of kernel-type function estimators

(2010) David M. Mason et al.   TEST

Rate of uniform consistency for nonparametric estimates with functional variables

(2009) Frédéric Ferraty et al.   JOURNAL OF STATISTICAL PLANNING AND INFERENCE

Automatic estimation procedure in partial linear model with functional data

(2009) Germán Aneiros-Pérez et al.   STATISTICAL PAPERS

Uniform in bandwidth consistency of kernel estimators of the tail index

(2009) Julia Dony et al.   Extremes

Uniform in bandwidth consistency of conditional U -statistics

(2008) Julia Dony et al.   BERNOULLI

Hazard function given a functional variable: Non-parametric estimation under strong mixing conditions

(2008) Alejandro Quintela-Del-Río   JOURNAL OF NONPARAMETRIC STATISTICS

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

(2007) Germán Aneiros-Pérez et al.   JOURNAL OF MULTIVARIATE ANALYSIS

A k-nearest neighbor approach for functional regression

(2007) Thomas Laloë   STATISTICS & PROBABILITY LETTERS