Partial linear modelling with multi-functional covariates

Variable selection in partial linear regression with functional covariate

(2015) G. Aneiros et al.   STATISTICS

Variable selection in partial linear regression with functional covariate

(2015) G. Aneiros et al.   STATISTICS

A partitioned Single Functional Index Model

(2014) Aldo Goia et al.   COMPUTATIONAL STATISTICS

Variable selection in infinite-dimensional problems

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

Variable selection in high-dimensional partially linear additive models for composite quantile regression

(2013) Jie Guo et al.   COMPUTATIONAL STATISTICS & DATA ANALYSIS

Functional Prediction for the Residual Demand in Electricity Spot Markets

(2013) German Aneiros et al.   IEEE TRANSACTIONS ON POWER SYSTEMS

Robust estimation and variable selection for semiparametric partially linear varying coefficient model based on modal regression

(2013) Riquan Zhang et al.   JOURNAL OF NONPARAMETRIC STATISTICS

A partial overview of the theory of statistics with functional data

(2013) Antonio Cuevas   JOURNAL OF STATISTICAL PLANNING AND INFERENCE

Testing linearity in semi-parametric functional data analysis

(2012) Germán Aneiros-Pérez et al.   COMPUTATIONAL STATISTICS

Adaptive LASSO for varying-coefficient partially linear measurement error models

(2012) HaiYing Wang et al.   JOURNAL OF STATISTICAL PLANNING AND INFERENCE

Variable selection for high-dimensional varying coefficient partially linear models via nonconcave penalty

(2012) Zhaoping Hong et al.   METRIKA

Partially linear varying coefficient models stratified by a functional covariate

(2012) Arnab Maity et al.   STATISTICS & PROBABILITY LETTERS

Variable selection in a partially linear proportional hazards model with a diverging dimensionality

(2012) Yuao Hu et al.   STATISTICS & PROBABILITY LETTERS

Functional projection pursuit regression

(2012) F. Ferraty et al.   TEST

A dimension reduction based approach for estimation and variable selection in partially linear single-index models with high-dimensional covariates

(2012) Jun Zhang et al.   Electronic Journal of Statistics

Single and multiple index functional regression models with nonparametric link

(2011) Dong Chen et al.   ANNALS OF STATISTICS

Penalized Functional Regression

(2011) Jeff Goldsmith et al.   JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS

Fractals with point impact in functional linear regression

(2010) Ian W. McKeague et al.   ANNALS OF STATISTICS

Most-predictive design points for functional data predictors

(2010) F. Ferraty et al.   BIOMETRIKA

Functional partial linear model

(2010) Heng Lian   JOURNAL OF NONPARAMETRIC STATISTICS

SCAD-penalized regression in high-dimensional partially linear models

(2009) Huiliang Xie et al.   ANNALS OF STATISTICS

Automatic model selection for partially linear models

(2009) Xiao Ni et al.   JOURNAL OF MULTIVARIATE ANALYSIS

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

One-step sparse estimates in nonconcave penalized likelihood models

(2008) Hui Zou et al.   ANNALS OF STATISTICS