Detection of outliers in functional time series

Shape outlier detection and visualization for functional data: the outliergram

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

Robust functional principal components: A projection-pursuit approach

(2012) Juan Lucas Bali et al.   ANNALS OF STATISTICS

Functional outlier detection with robust functional principal component analysis

(2011) Pallavi Sawant et al.   COMPUTATIONAL STATISTICS

Robust functional linear regression based on splines

(2011) Ricardo A. Maronna et al.   COMPUTATIONAL STATISTICS & DATA ANALYSIS

Adjusted functional boxplots for spatio-temporal data visualization and outlier detection

(2011) Ying Sun et al.   ENVIRONMETRICS

Functional Boxplots

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

Kernel regression with functional response

(2011) Frédéric Ferraty et al.   Electronic Journal of Statistics

Rainbow Plots, Bagplots, and Boxplots for Functional Data

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

On the Concept of Depth for Functional Data

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

Robust functional estimation using the median and spherical principal components

(2008) D. Gervini   BIOMETRIKA

Robust nonparametric estimation for functional data

(2008) C. Crambes et al.   JOURNAL OF NONPARAMETRIC STATISTICS

Outlier identification in high dimensions

(2007) Peter Filzmoser 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