Multivariate functional outlier detection

Shape outlier detection and visualization for functional data: the outliergram

(2014) A. Arribas-Gil et al.   BIOSTATISTICS

Simplicial band depth for multivariate functional data

(2014) Sara López-Pintado et al.   Advances in Data Analysis and Classification

Computing Halfspace Depth and Regression Depth

(2013) Xiaohui Liu et al.   COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION

Depth Measures for Multivariate Functional Data

(2013) Francesca Ieva et al.   COMMUNICATIONS IN STATISTICS-THEORY AND METHODS

Multivariate Functional Halfspace Depth

(2013) Gerda Claeskens et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Wavelets in functional data analysis: Estimation of multidimensional curves and their derivatives

(2012) Davide Pigoli et al.   COMPUTATIONAL STATISTICS & DATA ANALYSIS

Principal components for multivariate functional data

(2011) J.R. Berrendero et al.   COMPUTATIONAL STATISTICS & DATA ANALYSIS

Functional Boxplots

(2011) Ying Sun et al.   JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS

Multivariate quantiles and multiple-output regression quantiles: From L 1 optimization to halfspace depth

(2010) Marc Hallin et al.   ANNALS OF STATISTICS

A half-region depth for functional data

(2010) Sara López-Pintado et al.   COMPUTATIONAL STATISTICS & DATA ANALYSIS

Computing multiple-output regression quantile regions

(2010) Davy Paindaveine et al.   COMPUTATIONAL STATISTICS & DATA ANALYSIS

Rainbow Plots, Bagplots, and Boxplots for Functional Data

(2010) Rob J. Hyndman et al.   JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS

Robust classification for skewed data

(2010) Mia Hubert et al.   Advances in Data Analysis and Classification

Nonparametric depth-based multivariate outlier identifiers, and masking robustness properties

(2009) Xin Dang et al.   JOURNAL OF STATISTICAL PLANNING AND INFERENCE

On the Concept of Depth for Functional Data

(2009) Sara López-Pintado et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Outlier detection for skewed data

(2008) Mia Hubert et al.   JOURNAL OF CHEMOMETRICS

An adjusted boxplot for skewed distributions

(2007) M. Hubert et al.   COMPUTATIONAL STATISTICS & DATA ANALYSIS

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

(2007) Manuel Febrero et al.   ENVIRONMETRICS