Dr Catherine Hurley

Biography
Catherine Hurley is a Statistician with primary research interests in data visualisation for problems in data science and machine learning. Over the years she has authored and contributed to many such software packages, beginning with Data Viewer (1987) (a predecessor to GGobi), Quail (1987-2000) and more recently the R packages gclus (2004), PairViz (2008), DendSer (2013), condvis (2016) and ERSA (2018), all available on CRAN, and has published many papers on these topics. She is affiliated with the MU Hamilton Institute and the National Centre for Geocomputation.
Dr. Hurley also coordinates the MSc in Data Science.
Research Interests
Catherine Hurley is a Statistician with a primary research in data visualisation for problems in data science and machine learning. Over the years she has authored and contributed to many such software packages, beginning with Data Viewer (1987) (a predecessor to GGobi), Quail (1987-2000) and more recently the R packages gclus (2004), PairViz (2008), DendSer (2013), condvis (2016) and ERSA (2018), all available on CRAN. She has published many papers on these topics.
Peer Reviewed Journal
Year | Publication | |
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2017 | Tom\'a\v s Sieger and Catherine Hurley and Karel Fi\v ser and Claudia Beleites (2017) 'Interactive Dendrograms: The R Packages idendro and idendr0'. 76 (1):1-22. [Link] [DOI] [Full-Text] | |
2015 | Hurley, Catherine B. (2015) 'Discussion of ``visualizing statistical models: Removing the blindfold'''. 8 (4):229-231. [Link] [DOI] [Full-Text] | |
1997 | C. Hurley (1997) 'Brushing tools for multilevel and multiway data'. AMERICAN STATISTICAL ASSOCIATION, PROCEEDINGS OF SECTION ON STATISTICAL GRAPHICS, :15-24. | |
1995 | C. Hurley R. Modarres (1995) 'Low-Storage Quantile Estimation'. Computational Statistics, 10 :311-325. [Full-Text] | |
1995 | D. Cook, A. Buja, J. Cabrera, C. Hurley (1995) 'Grand Tour and Projection Pursuit'. Journal of Computational and Graphical Statistics, 4 :155-172. [Full-Text] | |
1994 | C. Hurley H.M. Mahmoud (1994) 'Analysis of an Algorithm for Random Sampling'. Probability in the Engineering and Informational Sciences, 8 :153-168. [Full-Text] | |
1993 | C. Hurley (1993) 'Graphical Construction and Editing of Plots'. BULLETIN OF INTERNATIONAL STATISTICAL INSTITUTE, 55 :108-116. | |
1993 | C. Hurley (1993) 'The Plot-Data Interface in Statistical Graphics'. Journal of Computational and Graphical Statistics, 2 :365-379. [Full-Text] | |
1990 | A. Buja C. Hurley (1990) 'On OMEGA: Online Multivariate Exploratory Graphical Analysis'. Statistical Science, 5 :208-211. [Full-Text] | |
1990 | C. Hurley A. Buja (1990) 'Analyzing High-Dimensional Data with Motion Graphics'. SIAM JOURNAL ON SCIENTIFIC COMPUTING, 11 :1193-1211. |
Conference Contribution
Computer Program
Year | Publication | |
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2018 | Catherine B. Hurley (2018) ERSA: Exploratory Regression 'Shiny' App. [Computer Program] | |
2016 | Mark O'Connell and Catherine Hurley and Katarina Domijan (2016) condvis: Conditional Visualization for Statistical Models. [Computer Program] [Full-Text] | |
2013 | C. Hurley, D. Earle (2013) DendSer: Dendrogram seriation: ordering for visualisation. [Computer Program] | |
2011 | C. B. Hurley, R.W. Oldford (2011) PairViz: Visualization using Eulerian tours and Hamiltonian decompositions. [Computer Program] [Link] | |
2005 | C. B. Hurley (2005) gclus: Clustering graphics. [Computer Program] [Link] | |
2000 | R.W. Oldford and C.B. Hurley and others (2000) Quail: a programming environment for quantitative analysis in Common Lisp. [Computer Program] |
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