Dr Catherine Hurley

    Mathematics and Statistics, Hamilton Institute

    Associate Professor

    Logic House
    222
    (01) 708 3792

    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
    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

    Year Publication
    2018 Catherine B. Hurley, Mark O' Connell, Katerina Domijan (2018) Interactive tools for model exploration Data Science, Statistics and Visualisation TU Wien, .
    2018 Catherine B. Hurley (2018) Model exploration via conditional visualisation ASA Symposium on Data Science and Statistics Reston, VA, .
    2018 Catherine B. Hurley (2018) Visualising and exploring models interactively with Shiny CMStatistics 2018 Pisa, Italy, .

    Computer Program

    Year Publication
    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]
    Certain data included herein are derived from the © Web of Science (2023) of Clarivate. All rights reserved.