Superconsistent estimation of points of impact in non-parametric regression with functional predictors

Improving Estimation in Functional Linear Regression With Points of Impact: Insights Into Google AdWords

(2020) Dominik Liebl et al.   JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS

An RKHS model for variable selection in functional linear regression

(2018) José R. Berrendero et al.   JOURNAL OF MULTIVARIATE ANALYSIS

Sparse clustering of functional data

(2017) Davide Floriello et al.   JOURNAL OF MULTIVARIATE ANALYSIS

Functional linear regression with points of impact

(2016) Alois Kneip et al.   ANNALS OF STATISTICS

A characterization of elliptical distributions and some optimality properties of principal components for functional data

(2014) Graciela Boente et al.   JOURNAL OF MULTIVARIATE ANALYSIS

Causal Inference for fMRI Time Series Data With Systematic Errors of Measurement in a Balanced On/Off Study of Social Evaluative Threat

(2014) Michael E. Sobel et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Variable selection in infinite-dimensional problems

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

Modeling Gene Expression Evolution with an Extended Ornstein–Uhlenbeck Process Accounting for Within-Species Variation

(2013) Rori V. Rohlfs et al.   MOLECULAR BIOLOGY AND EVOLUTION

Functional Causal Mediation Analysis With an Application to Brain Connectivity

(2012) Martin A. Lindquist   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

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

Logistic Regression With Brownian-Like Predictors

(2010) Martin A. Lindquist et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Emotions in motion: Dynamic compared to static facial expressions of disgust and happiness reveal more widespread emotion-specific activations

(2009) Sina Alexa Trautmann et al.   BRAIN RESEARCH