Exploratory functional flood frequency analysis and outlier detection

Depth-based multivariate descriptive statistics with hydrological applications

(2011) F. Chebana et al.   JOURNAL OF GEOPHYSICAL RESEARCH

Rainbow Plots, Bagplots, and Boxplots for Functional Data

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

Multivariate quantiles in hydrological frequency analysis

(2009) F. Chebana et al.   ENVIRONMETRICS

Identification of hydrological trends in the presence of serial and cross correlations: A review of selected methods and their application to annual flow regimes of Canadian rivers

(2009) M.N. Khaliq et al.   JOURNAL OF HYDROLOGY

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

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

Spatial mode estimation for functional random fields with application to bioturbation problem

(2009) Sophie Dabo-Niang et al.   STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT

A spatio-temporal model for Antarctic sea ice formation

(2008) T. Koulis et al.   ENVIRONMETRICS

Depth and homogeneity in regional flood frequency analysis

(2008) F. Chebana et al.   WATER RESOURCES RESEARCH

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