Multivariate Spatial Outlier Detection Using Robust Geographically Weighted Methods

Using geovisual analytics to compare the performance of geographically weighted discriminant analysis versus its global counterpart, linear discriminant analysis

(2012) Peter Foley et al.   INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE

Multivariate Block-Support Simulation of the Yandi Iron Ore Deposit, Western Australia

(2012) Alexandre Boucher et al.   Mathematical Geosciences

Non-stationary Geostatistical Modeling Based on Distance Weighted Statistics and Distributions

(2012) David F. Machuca-Mory et al.   Mathematical Geosciences

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

(2011) Ying Sun et al.   ENVIRONMETRICS

Local least absolute deviation estimation of spatially varying coefficient models: robust geographically weighted regression approaches

(2011) Huiguo Zhang et al.   INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE

Geographically weighted principal components analysis

(2011) Paul Harris et al.   INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE

Estimating Freshwater Acidification Critical Load Exceedance Data for Great Britain Using Space-Varying Relationship Models

(2011) Paul Harris et al.   Mathematical Geosciences

Exploring incomplete data using visualization techniques

(2011) Matthias Templ et al.   Advances in Data Analysis and Classification

The Use of Geographically Weighted Regression for Spatial Prediction: An Evaluation of Models Using Simulated Data Sets

(2010) P. Harris et al.   Mathematical Geosciences

Moving window kriging with geographically weighted variograms

(2010) Paul Harris et al.   STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT

Links, comparisons and extensions of the geographically weighted regression model when used as a spatial predictor

(2010) Paul Harris et al.   STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT

An adjusted boxplot for skewed distributions

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

Outlier identification in high dimensions

(2007) Peter Filzmoser et al.   COMPUTATIONAL STATISTICS & DATA ANALYSIS