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

• 2014

  Finding Scientific Topics Revisited

  Ponweiser, M., Grün, B. & Hornik, K., 2014, Advances in Latent Variables: Methods, Models and Applications. Maurizio Carpita and Eugenio Brentari and El Mostafa Qannari (ed.). Cham: Springer, p. 93 - 100

  Publication: Chapter in book/Conference proceeding › Chapter in edited volume

• Generating random correlation matrices by the simple rejection method: Why it does not work.

  Böhm, W. & Hornik, K., 2014, In: Statistics and Probability Letters. 87, p. 27 - 30

  Publication: Scientific journal › Journal article › peer-review

• Home Victory for Brazil in the 2014 FIFA World Cup

  Zeileis, A., Leitner, C. & Hornik, K., 2014.

  Publication: Working/Discussion Paper › Working Paper/Preprint

• How to derive consensus among various marketing journal rankings?

  Theußl, S., Reutterer, T. & Hornik, K., 1 Apr 2014, In: Journal of Business Research. 67, 5, p. 998 - 1006

  Publication: Scientific journal › Journal article › peer-review

• Making friends and communicating on Facebook: Implications for social capital.

  Bohn, A., Buchta, C., Hornik, K. & Mair, P., 2014, In: Social Network. 37, 0, p. 29 - 41

  Publication: Scientific journal › Journal article › peer-review

• Model uncertainty and aggregated default probabilities: New evidence from Austria.

  Hofmarcher, P., Kerbl, S., Grün, B., Sigmund, M. & Hornik, K., 2014, In: Applied Economics. 46, 8, p. 871 - 879

  Publication: Scientific journal › Journal article › peer-review

• 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
  40 Downloads (Pure)

• movMF: An R package for fitting mixtures of von Mises-Fisher distributions.

  Hornik, K. & Grün, B., 2014, In: Journal of Statistical Software. 58, 10, p. 1 - 31

  Publication: Scientific journal › Journal article › peer-review

  Open Access

  File
  209 Downloads (Pure)

• On maximum likelihood estimation of the concentration parameter of von Mises-Fisher distributions.

  Hornik, K. & Grün, B., 2014, In: Computational Statistics. 29, 5, p. 945 - 957

  Publication: Scientific journal › Journal article › peer-review

  Open Access

• On standard conjugate families for natural exponential families with bounded natural parameter space

  Hornik, K. & Grün, B., 2014, In: Journal of Multivariate Analysis. 126, p. 14 - 24

  Publication: Scientific journal › Journal article › peer-review

  Open Access

  File
  30 Downloads (Pure)

• R: Einführung durch angewandte Statistik

  Hatzinger, R., Hornik, K., Nagel, H. & Maier, M., 1 May 2014, 2. Auflage ed. München: Pearson Studium.

  Publication: Book/Editorship/Report › Textbook

• Republican Mantras

  Rusch, T., Mair, P. & Hornik, K., 1 Mar 2014.

  Publication: Contribution to conference › Conference poster

• Republican Mantras

  Rusch, T., Mair, P. & Hornik, K., 1 Mar 2014, Insight 2014-wissenschaftliche Daten in aesthetischer Illustration. UMIT-Lecture Notes in Biomedical Computer Science and Mechatronics. Mathias Brandstoetter, Theresa Rienmueller (ed.). Hall in Tirol, Austria: UMIT, Vol. 3. p. 45 - 46

  Publication: Chapter in book/Conference proceeding › Chapter in edited volume

• Scaling for Clusters with COPS Cluster Optimized Proximity Scaling

  Rusch, T., Mair, P. & Hornik, K., 6 Dec 2014, p. 1-21.

  Publication: Contribution to conference › Conference paper

  File
  18 Downloads (Pure)

• The Grand Old Party - A party of values?

  Mair, P., Rusch, T. & Hornik, K., 2014, In: SpringerPlus. 3, 697, p. 1 - 18

  Publication: Scientific journal › Journal article › peer-review

  Open Access

  File
  24 Downloads (Pure)
• 2013

  Amos-type bounds for modified Bessel function ratios.

  Hornik, K. & Grün, B., 1 Oct 2013, In: Journal of Mathematical Analysis and Applications. 408, 1, p. 91 - 101

  Publication: Scientific journal › Journal article › peer-review

  Open Access

  File
  40 Downloads (Pure)

• Deriving consensus ratings of the big three rating agencies

  Grün, B., Hofmarcher, P., Hornik, K., Leitner, C. & Pichler, S., 1 Oct 2013, In: Journal of Credit Risk. 9, 1, p. 75 - 98

  Publication: Scientific journal › Journal article › peer-review

  Open Access

  File
  82 Downloads (Pure)

• Determining the similarity between US cities using a gravity model for search engine query data.

  Hofmarcher, P., Grün, B., Hornik, K. & Mair, P., 1 Oct 2013, Algorithms from and for Nature and Life - Studies in Classification, Data Analysis, and Knowledge Organization,. Berthold Lausen, Dirk Van den Poel, Alfred Ultsch (ed.). Wien: Springer, p. 243 - 250

  Publication: Chapter in book/Conference proceeding › Chapter in edited volume

• First significant digits and the credit derivative market during the financial crisis

  Hofmarcher, P. & Hornik, K., 1 Oct 2013, In: Contemporary Economics. 7, 2, p. 21 - 29

  Publication: Scientific journal › Journal article › peer-review

• Influencing Elections with Statistics: Targeting Voters with Logistic Regression Trees

  Rusch, T., Lee, I., Hornik, K., Jank, W. & Zeileis, A., 1 Oct 2013, In: Annals of Applied Statistics. 7, 3, p. 1612 - 1639

  Publication: Scientific journal › Journal article › peer-review

  Open Access

  File
  75 Downloads (Pure)

• Model trees with topic model pre-processing: An approach for data journalism illustrated with the Wikileaks Afghanistan war logs

  Rusch, T., Hofmarcher, P., Hatzinger, R. & Hornik, K., 1 Jun 2013, In: Annals of Applied Statistics. 7, 2, p. 613 - 639

  Publication: Scientific journal › Journal article › peer-review

  Open Access

  File
  71 Downloads (Pure)

• movMF: An R package for fitting mixtures of von Mises-Fisher distributions.

  Grün, B. & Hornik, K., 2013.

  Publication: Contribution to conference › Conference poster

• On conjugate families and Jeffreys priors for von Mises-Fisher distributions

  Hornik, K. & Grün, B., 1 Feb 2013, In: Journal of Statistical Planning and Inference. 143, 5, p. 992 - 999

  Publication: Scientific journal › Journal article › peer-review

  Open Access

  File
  48 Downloads (Pure)

• The textcat package for n-gram based text categorization in R

  Hornik, K., Mair, P., Rauch, J., Geiger, W., Buchta, C. & Feinerer, I., 1 Feb 2013, In: Journal of Statistical Software. 52, 6, p. 1 - 17

  Publication: Scientific journal › Journal article › peer-review

  Open Access

  File
  128 Downloads (Pure)
• 2012

  A Kolmogorov-Smirnov Test for r Samples

  Böhm, W. & Hornik, K., 1 Dec 2012, In: Fundamenta Informaticae. 117, 1-4, p. 103 - 125

  Publication: Scientific journal › Journal article › peer-review

• Are there too many R packages?

  Hornik, K., 1 Aug 2012, In: Austrian Journal of Statistics. 41, 1, p. 59 - 66

  Publication: Scientific journal › Journal article › peer-review

  Open Access

  File
  35 Downloads (Pure)

• A tm plug-in for distributed text mining in R

  Theußl, S., Feinerer, I. & Hornik, K., 1 Oct 2012, In: Journal of Statistical Software. 51, 5, p. 1 - 31

  Publication: Scientific journal › Journal article › peer-review

  Open Access

  File
  36 Downloads (Pure)

• History repeating: Spain beats Germany in the EURO 2012 final

  Zeileis, A., Leitner, C. & Hornik, K., 2012, (Working Papers from Faculty of Economics and Statistics, Universität Innsbruck ; No. 09, Vol. 2012).

  Publication: Working/Discussion Paper › Working Paper/Preprint

• 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
  63 Downloads (Pure)

• Modelling human immunodeficiency virus ribonucleic acid levels with finite mixtures for censored longitudinal data

  Grün, B. & Hornik, K., 1 Aug 2012, In: Journal of the Royal Statistical Society: Series C (Applied Statistics). 61, 2, p. 201 - 218

  Publication: Scientific journal › Journal article › peer-review

  Open Access

  File
  26 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
  63 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
  33 Downloads (Pure)

• Spherical k-means clustering

  Hornik, K., Feinerer, I., Kober, M. & Buchta, C., 1 Nov 2012, In: Journal of Statistical Software. 50, 10, p. 1 - 22

  Publication: Scientific journal › Journal article › peer-review

  Open Access

  File
  458 Downloads (Pure)

• The Comprehensive R Archive Network

  Hornik, K., 1 Nov 2012, In: WIREs Computational Statistics. 4, 4, p. 394 - 398

  Publication: Scientific journal › Journal article › peer-review

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

  Hornik, K., Murdoch, D. & Zeileis, A., 1 Aug 2012, In: The R Journal. 4, 1, p. 64 - 69

  Publication: Scientific journal › Journal article › peer-review

  Open Access

  File
  77 Downloads (Pure)
• 2011

  Bookmaker consensus and agreement for the UEFA Champions League 2008/09

  Leitner, C., Zeileis, A. & Hornik, K., 1 Jun 2011, In: IMA Journal of Management Mathematics. 22, 2, p. 183 - 194

  Publication: Scientific journal › Journal article › peer-review

• Content-based SNA of mailing lists

  Bohn, A., Feinerer, I., Hornik, K. & Mair, P., 1 Jun 2011, In: The R Journal. 3, 1, p. 11 - 18

  Publication: Scientific journal › Journal article › peer-review

  Open Access

  File
  53 Downloads (Pure)

• Dissimilarity plots: A visual exploration tool for partitional clustering

  Hahsler, M. & Hornik, K., 1 Dec 2011, In: Journal of Computational and Graphical Statistics. 20, 2, p. 335 - 354

  Publication: Scientific journal › Journal article › peer-review

• 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
  50 Downloads (Pure)

• Do Media Sentiments Reflect Economic Indices?

  Hofmarcher, P., Theußl, S. & Hornik, K., 1 Sept 2011, In: Chinese Business Review. 10, 7, p. 487 - 492

  Publication: Scientific journal › Journal article › peer-review

• 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 in the Afghanistan War Logs: Combining topic-models and negative binomial recursive partitioning

  Hofmarcher, P., Rusch, T., Hornik, K. & Hatzinger, R., 2011.

  Publication: Contribution to conference › Conference paper

  File
  38 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
  71 Downloads (Pure)

• Prospects and Challenges in R Package Development

  Theußl, S., Ligges, U. & Hornik, K., 1 Dec 2011, In: Computational Statistics. 26, 3, p. 395 - 404

  Publication: Scientific journal › Journal article › peer-review

• R Einführung durch angewandte Statistik

  Hatzinger, R., Hornik, K. & Nagel, H., 1 Mar 2011, München: Pearson Studium.

  Publication: Book/Editorship/Report › Book (monograph)

• Targeting Voters with Logistic Regression Trees.

  Rusch, T., Hornik, K., Janko, W., Lee, I. & Zeileis, A., 2011.

  Publication: Contribution to conference › Conference paper

  File
  23 Downloads (Pure)

• The arules R-package ecosystem: Analyzing interesting patterns from large transaction datasets

  Hahsler, M., Chelluboina, S., Hornik, K. & Buchta, C., 2011, In: Journal of Machine Learning Research. 12, p. 2021 - 2025

  Publication: Scientific journal › Journal article › peer-review

• topicmodels: An R package for fitting topic models

  Grün, B. & Hornik, K., 1 Jun 2011, In: Journal of Statistical Software. 40, 13, p. 1 - 30

  Publication: Scientific journal › Journal article › peer-review

  Open Access

  File
  376 Downloads (Pure)

• Watch your spelling!

  Hornik, K. & Murdoch, D., 1 Feb 2011, In: The R Journal. 3, 2, p. 22 - 28

  Publication: Scientific journal › Journal article › peer-review

  Open Access

  File
  45 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
  40 Downloads (Pure)