Univ.Prof. Dr. Kurt Hornik

Publications

Research output per year 1997 2001 2002 2003 2004 2005 2006 2007 2008 2009 2010 2011 2014 2024

• 146 Journal article
• 75 WU Working Paper
• 30 Contribution to conference proceedings
• 15 Working Paper/Preprint
• 35 More
  • 10 Chapter in edited volume
  • 8 Conference paper
  • 4 Edited book (editorship)
  • 4 Conference poster
  • 3 Software
  • 2 Book (monograph)
  • 2 Research report, expert opinion
  • 1 Textbook
  • 1 Popular science article

Research output per year

Research output per year

Search results

• 2022

  Random Sampling from the Watson Distribution

  Sablica, L., Hornik, K. & Leydold, J., 2022, Vienna: WU Vienna University of Economics and Business, (Research Report Series / Department of Statistics and Mathematics; No. 134).

  Publication: Working/Discussion Paper › WU Working Paper

  Open Access

  File
  380 Downloads (Pure)
• 2020

  STOPS: Structure Optimized Proximity Scaling

  Rusch, T., Mair, P. & Hornik, K., Jun 2020, Vienna, (Discussion Paper Series / Center for Empirical Research Methods; No. 2020/1).

  Publication: Working/Discussion Paper › WU Working Paper

  File
  48 Downloads (Pure)
• 2017

  Measuring the Stability of Results from Supervised Statistical Learning

  Philipp, M., Rusch, T., Hornik, K. & Strobl, C., 2017, (Research Report Series / Department of Statistics and Mathematics; No. 131).

  Publication: Working/Discussion Paper › WU Working Paper

  Open Access

  File
  122 Downloads (Pure)

• Multivariate Ordinal Regression Models: An Analysis of Corporate Credit Ratings

  Hirk, R., Hornik, K. & Vana Gür, L., 2017, (Research Report Series / Department of Statistics and Mathematics; No. 132).

  Publication: Working/Discussion Paper › WU Working Paper

  Open Access

  File
  47 Downloads (Pure)

• ROI: The R Optimization Infrastructure Package

  Theußl, S., Schwendinger, F. & Hornik, K., 2017, (Research Report Series / Department of Statistics and Mathematics; No. 133).

  Publication: Working/Discussion Paper › WU Working Paper

  Open Access

  File
  234 Downloads (Pure)
• 2016

  Assessing and quantifying clusteredness: The OPTICS Cordillera

  Rusch, T., Hornik, K. & Mair, P., 2016, (Discussion Paper Series / Center for Empirical Research Methods; No. 2016/1).

  Publication: Working/Discussion Paper › WU Working Paper

  Open Access

  File
  46 Downloads (Pure)
• 2015

  COPS: Cluster optimized proximity scaling

  Rusch, T., Mair, P. & Hornik, K., 2015, Vienna: WU Vienna University of Economics and Business, (Discussion Paper Series / Center for Empirical Research Methods; No. 2015/1).

  Publication: Working/Discussion Paper › WU Working Paper

  Open Access

  File
  39 Downloads (Pure)

• COPS: Cluster optimized proximity scaling

  Rusch, T., Mair, P. & Hornik, K., 2015, Vienna: WU Vienna University of Economics and Business, (Discussion Paper Series / Center for Empirical Research Methods; No. 2015/1).

  Publication: Working/Discussion Paper › WU Working Paper

  Open Access

  File
  42 Downloads (Pure)

• COPS: Cluster Optimized Proximity Scaling

  Rusch, T., Mair, P. & Hornik, K., 1 Feb 2015, WU Vienna University of Economics and Business, (Discussion Paper Series / Center for Empirical Research Methods; No. 2015/1).

  Publication: Working/Discussion Paper › WU Working Paper

  Open Access

  File
  37 Downloads (Pure)
• 2014

  Motives for Participation in Open-Source Software Projects: A Survey among R Package Authors

  Mair, P., Hofmann, E., Gruber, K., Hatzinger, R., Zeileis, A. & Hornik, K., 1 Apr 2014, Vienna: WU Vienna University of Economics and Business, (Research Report Series / Department of Statistics and Mathematics; No. 126).

  Publication: Working/Discussion Paper › WU Working Paper

  Open Access

  File
  39 Downloads (Pure)
• 2012

  Influencing Elections with Statistics: Targeting Voters with Logistic Regression Trees

  Rusch, T., Lee, I., Hornik, K., Jank, W. & Zeileis, A., 2012, Vienna: WU Vienna University of Economics and Business, (Research Report Series / Department of Statistics and Mathematics; No. 117).

  Publication: Working/Discussion Paper › WU Working Paper

  Open Access

  File
  59 Downloads (Pure)

• Model Uncertainty and Aggregated Default Probabilities: New Evidence from Austria

  Hofmarcher, P., Kerbl, S., Grün, B., Sigmund, M. & Hornik, K., 1 Oct 2012, (Research Report Series / Department of Statistics and Mathematics; No. 116).

  Publication: Working/Discussion Paper › WU Working Paper

  Open Access

  File
  61 Downloads (Pure)

• On Maximum Likelihood Estimation of the Concentration Parameter of von Mises-Fisher Distributions

  Hornik, K. & Grün, B., 1 Oct 2012, (Research Report Series / Department of Statistics and Mathematics; No. 120).

  Publication: Working/Discussion Paper › WU Working Paper

  Open Access

  File
  31 Downloads (Pure)
• 2011

  Distributed Text Mining in R

  Theußl, S., Feinerer, I. & Hornik, K., 1 Mar 2011, (Research Report Series / Department of Statistics and Mathematics; No. 107).

  Publication: Working/Discussion Paper › WU Working Paper

  Open Access

  File
  49 Downloads (Pure)

• Fishing Economic Growth Determinants Using Bayesian Elastic Nets

  Hofmarcher, P., Crespo Cuaresma, J., Grün, B. & Hornik, K., 1 Sept 2011, (Research Report Series / Department of Statistics and Mathematics; No. 113).

  Publication: Working/Discussion Paper › WU Working Paper

  Open Access

  File
  34 Downloads (Pure)

• Modeling Mortality Rates In The WikiLeaks Afghanistan War Logs

  Rusch, T., Hofmarcher, P., Hatzinger, R. & Hornik, K., 1 Sept 2011, (Research Report Series / Department of Statistics and Mathematics; No. 112).

  Publication: Working/Discussion Paper › WU Working Paper

  Open Access

  File
  69 Downloads (Pure)

• Who Did What? The Roles of R Package Authors and How to Refer to Them

  Hornik, K., Murdoch, D. & Zeileis, A., 1 Nov 2011, (Research Report Series / Department of Statistics and Mathematics; No. 114).

  Publication: Working/Discussion Paper › WU Working Paper

  Open Access

  File
  37 Downloads (Pure)
• 2010

  A Kolmogorov-Smirnov Test for r Samples

  Böhm, W. & Hornik, K., 1 Mar 2010, (Research Report Series / Department of Statistics and Mathematics; No. 105).

  Publication: Working/Discussion Paper › WU Working Paper

  Open Access

  File
  432 Downloads (Pure)

• Deriving Consensus Ratings of the Big Three Rating Agencies

  Grün, B., Hofmarcher, P., Hornik, K., Leitner, C. & Pichler, S., 1 Dec 2010, (Research Report Series / Department of Statistics and Mathematics; No. 99).

  Publication: Working/Discussion Paper › WU Working Paper

  Open Access

  File
  43 Downloads (Pure)

• First Significant Digits and the Credit Derivative Market During the Financial Crisis

  Hofmarcher, P. & Hornik, K., 1 Jul 2010, (Research Report Series / Department of Statistics and Mathematics; No. 101).

  Publication: Working/Discussion Paper › WU Working Paper

  Open Access

  File
  39 Downloads (Pure)

• Forecasting the Winner of the FIFA World Cup 2010

  Leitner, C., Zeileis, A. & Hornik, K., 1 Jun 2010, (Research Report Series / Department of Statistics and Mathematics; No. 100).

  Publication: Working/Discussion Paper › WU Working Paper

  Open Access

  File
  146 Downloads (Pure)

• How Can we Derive Consensus Among Various Rankings of Marketing Journals?

  Theußl, S., Reutterer, T. & Hornik, K., 1 Oct 2010, (Research Report Series / Department of Statistics and Mathematics; No. 104).

  Publication: Working/Discussion Paper › WU Working Paper

  Open Access

  File
  39 Downloads (Pure)

• Prospects and Challenges in R Package Development

  Theußl, S., Ligges, U. & Hornik, K., 1 Sept 2010, (Research Report Series / Department of Statistics and Mathematics; No. 102).

  Publication: Working/Discussion Paper › WU Working Paper

  Open Access

  File
  74 Downloads (Pure)
• 2009

  An Approach to Incorporate Texts into a Social Network Analysis of Communication Graphs

  Bohn, A., Feinerer, I., Hornik, K. & Mair, P., 1 Dec 2009, (Research Report Series / Department of Statistics and Mathematics; No. 96).

  Publication: Working/Discussion Paper › WU Working Paper

  Open Access

  File
  20 Downloads (Pure)

• Bookmaker Consensus and Agreement for the UEFA ChampionsLeague 2008/09

  Leitner, C., Zeileis, A. & Hornik, K., 1 Aug 2009, (Research Report Series / Department of Statistics and Mathematics; No. 88).

  Publication: Working/Discussion Paper › WU Working Paper

  Open Access

  File
  66 Downloads (Pure)

• Combining Weighted Centrality and Network Clustering

  Bohn, A., Theußl, S., Feinerer, I., Hornik, K., Mair, P. & Walchhofer, N., 1 Aug 2009, WU Vienna University of Economics and Business, (Research Report Series / Department of Statistics and Mathematics; No. 97).

  Publication: Working/Discussion Paper › WU Working Paper

  Open Access

  File
  19 Downloads (Pure)

• Dissimilarity Plots: A Visual Exploration Tool for Partitional Clustering

  Hahsler, M. & Hornik, K., 1 Sept 2009, (Research Report Series / Department of Statistics and Mathematics; No. 89).

  Publication: Working/Discussion Paper › WU Working Paper

  Open Access

  File
  87 Downloads (Pure)

• Generalized and Customizable Sets in R

  Meyer, D. & Hornik, K., 1 Feb 2009, (Research Report Series / Department of Statistics and Mathematics; No. 83).

  Publication: Working/Discussion Paper › WU Working Paper

  Open Access

  File
  32 Downloads (Pure)

• Is Federer Stronger in a Tournament Without Nadal? An Evaluation of Odds and Seedings for Wimbledon 2009

  Leitner, C., Zeileis, A. & Hornik, K., 1 Nov 2009, (Research Report Series / Department of Statistics and Mathematics; No. 94).

  Publication: Working/Discussion Paper › WU Working Paper

  Open Access

  File
  72 Downloads (Pure)

• Social Network Analysis of Weighted Telecommunications Graphs

  Bohn, A., Walchhofer, N., Mair, P. & Hornik, K., 1 Mar 2009, (Research Report Series / Department of Statistics and Mathematics; No. 84).

  Publication: Working/Discussion Paper › WU Working Paper

  Open Access

  File
  33 Downloads (Pure)
• 2008

  On Two-Periodic Random Walks with Boundaries

  Böhm, W. & Hornik, K., 1 Dec 2008, (Research Report Series / Department of Statistics and Mathematics; No. 75).

  Publication: Working/Discussion Paper › WU Working Paper

  Open Access

  File
  50 Downloads (Pure)

• Predicting the Winner of the EURO 2008 (A Statistical Investigation of Bookmakers Odds)

  Leitner, C., Zeileis, A. & Hornik, K., 1 Oct 2008, (Research Report Series / Department of Statistics and Mathematics; No. 76).

  Publication: Working/Discussion Paper › WU Working Paper

  Open Access

  File
  45 Downloads (Pure)

• Who is Going to Win the EURO 2008? A Statistical Investigation of Bookmakers Odds

  Leitner, C., Zeileis, A. & Hornik, K., 2008, Wien, (Research Report Series / Department of Statistics and Mathematics; No. 65).

  Publication: Working/Discussion Paper › WU Working Paper

  Open Access

  File
  118 Downloads (Pure)
• 2007

  Benchmarking Open-Source Tree Learners in R/RWeka

  Schauerhuber, M., Zeileis, A., Meyer, D. & Hornik, K., 2007, May 2007 ed., Vienna: Department of Statistics and Mathematics, WU Vienna University of Economics and Business, (Research Report Series / Department of Statistics and Mathematics; No. 54).

  Publication: Working/Discussion Paper › WU Working Paper

  Open Access

  File
  138 Downloads (Pure)

• Escaping RGBland: Selecting Colors for Statistical Graphics

  Zeileis, A., Hornik, K. & Murrell, P., 2007, November 2007 ed., Vienna: Department of Statistics and Mathematics, WU Vienna University of Economics and Business, (Research Report Series / Department of Statistics and Mathematics; No. 61).

  Publication: Working/Discussion Paper › WU Working Paper

  Open Access

  File
  715 Downloads (Pure)

• Getting Things in Order: An introduction to the R package seriation

  Hahsler, M., Hornik, K. & Buchta, C., 1 Oct 2007, Research Report Series.

  Publication: Working/Discussion Paper › WU Working Paper

• Getting Things in Order: An Introduction to the R package seriation

  Hahsler, M., Hornik, K. & Buchta, C., 2007, August 2007 ed., Vienna: Department of Statistics and Mathematics, WU Vienna University of Economics and Business, (Research Report Series / Department of Statistics and Mathematics; No. 58).

  Publication: Working/Discussion Paper › WU Working Paper

  Open Access

  File
  108 Downloads (Pure)

• Implementing a class of permutation tests: The coin package

  Hothorn, T., Hornik, K., van de Wiel, M. A. & Zeileis, A., Jul 2007, Vienna: Department of Statistics and Mathematics, WU Vienna University of Economics and Business, (Research Report Series / Department of Statistics and Mathematics; No. 55).

  Publication: Working/Discussion Paper › WU Working Paper

  Open Access

  File
  185 Downloads (Pure)

• Let's Have a party! An Open-Source Toolbox for Recursive Partytioning

  Hothorn, T., Zeileis, A. & Hornik, K., 2007, September 2007 ed., Vienna: Department of Statistics and Mathematics, WU Vienna University of Economics and Business, (Research Report Series / Department of Statistics and Mathematics; No. 59).

  Publication: Working/Discussion Paper › WU Working Paper

  Open Access

  File
  24 Downloads (Pure)

• Open-Source Machine Learning: R meets Weka

  Hornik, K., Buchta, C. & Zeileis, A., 1 Apr 2007, Wien, (Research Report Series / Department of Statistics and Mathematics; No. 50).

  Publication: Working/Discussion Paper › WU Working Paper

  Open Access

  File
  424 Downloads (Pure)

• Text Mining of Supreme Administrative Court Jurisdictions

  Feinerer, I. & Hornik, K., 2007, March 2007 ed., Vienna: Department of Statistics and Mathematics, WU Vienna University of Economics and Business, (Research Report Series / Department of Statistics and Mathematics; No. 51).

  Publication: Working/Discussion Paper › WU Working Paper

  Open Access

  File
  60 Downloads (Pure)
• 2006

  Choosing Color Palettes for Statistical Graphics

  Zeileis, A. & Hornik, K., 2006, October 2006 ed., Vienna: Department of Statistics and Mathematics, WU Vienna University of Economics and Business, (Research Report Series / Department of Statistics and Mathematics; No. 41).

  Publication: Working/Discussion Paper › WU Working Paper

  Open Access

  File
  193 Downloads (Pure)

• Deriving Consensus Rankings from Benchmarking Experiments

  Hornik, K. & Meyer, D., 2006, May 2006 ed., Vienna: Department of Statistics and Mathematics, WU Vienna University of Economics and Business, (Research Report Series / Department of Statistics and Mathematics; No. 33).

  Publication: Working/Discussion Paper › WU Working Paper

  Open Access

  File
  60 Downloads (Pure)

• Evaluating Model-based Trees in Practice

  Zeileis, A., Hothorn, T. & Hornik, K., 2006, April 2006 ed., Wien: Department of Statistics and Mathematics, WU Vienna University of Economics and Business, (Research Report Series / Department of Statistics and Mathematics; No. 32).

  Publication: Working/Discussion Paper › WU Working Paper

  Open Access

  File
  40 Downloads (Pure)

• New probabilistic interest measures for association rules

  Hahsler, M. & Hornik, K., 2006, Wien: Department of Statistics and Mathematics, WU Vienna University of Economics and Business, (Research Report Series / Department of Statistics and Mathematics; No. 38).

  Publication: Working/Discussion Paper › WU Working Paper

  Open Access

  File
  34 Downloads (Pure)

• TSP - Infrastructure for the Traveling Salesperson Problem

  Hahsler, M. & Hornik, K., 1 Apr 2006, Wien.

  Publication: Working/Discussion Paper › WU Working Paper

• TSP - Infrastructure for the Traveling Salesperson Problem

  Hahsler, M. & Hornik, K., 2006, December 2006 ed., Vienna: Department of Statistics and Mathematics, WU Vienna University of Economics and Business, (Research Report Series / Department of Statistics and Mathematics; No. 45).

  Publication: Working/Discussion Paper › WU Working Paper

  Open Access

  File
  158 Downloads (Pure)
• 2005

  A CLUE for CLUster ensembles

  Hornik, K., 2005, May 2005 ed., Vienna: Institut für Statistik und Mathematik, WU Vienna University of Economics and Business, (Research Report Series / Department of Statistics and Mathematics; No. 17).

  Publication: Working/Discussion Paper › WU Working Paper

  Open Access

  File
  81 Downloads (Pure)

• A computational environment for mining association rules and frequent item sets

  Hahsler, M., Grün, B. & Hornik, K., 2005, April 2005 ed., Vienna: Institut für Statistik und Mathematik, WU Vienna University of Economics and Business, (Research Report Series / Department of Statistics and Mathematics; No. 15).

  Publication: Working/Discussion Paper › WU Working Paper

  Open Access

  File
  121 Downloads (Pure)

• A Lego System for Conditional Inference

  Hothorn, T., Hornik, K., Wiel, M. A. V. D. & Zeileis, A., 2005, December 2005 ed., Vienna: Department of Statistics and Mathematics, WU Vienna University of Economics and Business, (Research Report Series / Department of Statistics and Mathematics; No. 25).

  Publication: Working/Discussion Paper › WU Working Paper

  Open Access

  File
  141 Downloads (Pure)