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

• 2024

  Family of integrable bounds for the logarithmic derivative of Kummer's function

  Sablica, L. & Hornik, K., 2024, In: Journal of Mathematical Analysis and Applications. 537, 1, 128262.

  Publication: Scientific journal › Journal article › peer-review

  Open Access
• 2023

  Efficient sampling from the PKBD distribution

  Sablica, L., Hornik, K. & Leydold, J., 2 Oct 2023, In: Electronic Journal of Statistics. 17, 2

  Publication: Scientific journal › Journal article › peer-review

  Open Access

• GmbH-Gründungen und Firmenbuch – eine empirische Untersuchung

  Kodek, G. & Hornik, K., 2023, In: Österreichische Notariats-Zeitung. 2023, 12, p. 590-595

  Publication: Scientific journal › Journal article › peer-review

• Notariatsakt als Fehlerquelle bei GmbH-Gründungen? – Eine Replik

  Kodek, G. & Hornik, K., 2023, In: NZ. 2023, 1, p. 7

  Publication: Scientific journal › Journal article › peer-review

• Readability prediction: How many features are necessary?

  Hornik, K., Schwendinger, F. & Vana, L., 2023, (Accepted/In press) In: Annals of Applied Statistics.

  Publication: Scientific journal › Journal article › peer-review

• Structure-based hyperparameter selection with Bayesian optimization in multidimensional scaling

  Rusch, T., Mair, P. & Hornik, K., 2023, In: Statistics & Computing. 33, 28.

  Publication: Scientific journal › Journal article › peer-review

  Open Access
• 2022

  A corporate credit rating model with autoregressive errors

  Hornik, K., Hirk, R. & Vana Gür, L., 1 Dec 2022, In: Journal of Empirical Finance. 69, p. 224-240

  Publication: Scientific journal › Journal article › peer-review

  Open Access

• Is it all bafflegab? – Linguistic and meta characteristics of research articles in prestigious economics journals

  Amon, J. & Hornik, K., 2022, In: Journal of Informetrics. 16, 2

  Publication: Scientific journal › Journal article › peer-review

• On bounds for Kummer’s function ratio

  Sablica, L. & Hornik, K., 2022, In: Mathematics of Computation. 91, 334, p. 887 - 907

  Publication: Scientific journal › Journal article › peer-review
• 2021

  A comparison of optimization solvers for log binomial regression including conic programming

  Schwendinger, F., Grün, B. & Hornik, K., 2021, In: Computational Statistics. 36, 3, p. 1721 - 1754

  Publication: Scientific journal › Journal article › peer-review

  Open Access

  File
  97 Downloads (Pure)

• Cluster Optimized Proximity Scaling

  Rusch, T., Mair, P. & Hornik, K., 2021, In: Journal of Computational and Graphical Statistics. 30, 4, p. 1156 - 1167

  Publication: Scientific journal › Journal article › peer-review

  Open Access

  File
  76 Downloads (Pure)

• Dynamic modelling of corporate credit ratings and defaults

  Vana Gür, L. & Hornik, K., 2021, In: Statistical Modelling.

  Publication: Scientific journal › Journal article › peer-review

  Open Access

  File
  142 Downloads (Pure)
• 2020

  A joint model of failures and credit ratings.

  Hirk, R., Vana Gür, L., Pichler, S. & Hornik, K., 2020, In: Journal of Credit Risk. 16, 4, p. 1 - 28

  Publication: Scientific journal › Journal article › peer-review

• colorspace: A toolbox for manipulating and assessing colors and palettes.

  Zeileis, A., Fisher, J. C., Hornik, K., Ihaka, R., McWhite, C. D., Murrell, P., Stauffer, R. & Wilke, C. O., 2020, In: Journal of Statistical Software. 96, 1, p. 1 - 49

  Publication: Scientific journal › Journal article › peer-review

  Open Access

  File
  217 Downloads (Pure)

• Generalized Sparse Convolutional Neural Networks for Semantic Segmentation of Point Clouds Derived from Tri-Stereo Satellite Imagery

  Bachhofner, S., Loghin, A.-M., Otepka, J., Pfeifer, N., Hornacek, M., Siposova, A., Schmidinger, N., Hornik, K., Schiller, N., Kähler, O. & Hochreiter, R., 2020, In: Remote Sensing. 12, 8

  Publication: Scientific journal › Journal article › peer-review

  Open Access

  File
  51 Downloads (Pure)

• mistr: A Computational Framework for Mixture and Composite Distributions

  Sablica, L. & Hornik, K., 2020, In: The R Journal. 12, 1, p. 283 - 299

  Publication: Scientific journal › Journal article › peer-review

  Open Access

  File
  65 Downloads (Pure)

• mvord: An R Package for Fitting Multivariate Ordinal Regression Models

  Hirk, R., Hornik, K. & Vana Gür, L., 2020, In: Journal of Statistical Software. 93, 4, p. 1 - 41

  Publication: Scientific journal › Journal article › peer-review

  Open Access

  File
  188 Downloads (Pure)

• ROI: An extensible R optimization infrastructure.

  Theußl, S., Schwendinger, F. & Hornik, K., 2020, In: Journal of Statistical Software. 94, 15, p. 1 - 64

  Publication: Scientific journal › Journal article › peer-review

  Open Access

  File
  480 Downloads (Pure)
• 2018

  Assessing and quantifying clusteredness: The OPTICS Cordillera

  Rusch, T., Hornik, K. & Mair, P., 2018, In: Journal of Computational and Graphical Statistics. 27, 1, p. 220 - 233

  Publication: Scientific journal › Journal article › peer-review

  Open Access

  File
  42 Downloads (Pure)

• Changes on CRAN. 2018-07-01 to 2018-12-31

  Hornik, K., Ligges, U. & Zeileis, A., 1 Dec 2018, In: The R Journal. 10, 2, p. 1-3

  Publication: Scientific journal › Journal article › peer-review

  Open Access

  File
  46 Downloads (Pure)

• Identifying key factors in accounting-based models of credit risk based on a predictive model averaging approach

  Vana Gür, L., Hofmarcher, P., Grün, B. & Hornik, K., 2018, In: Advances in Quantitative Analysis of Finance and Accounting. 16, p. 117 - 146

  Publication: Scientific journal › Journal article › peer-review

• Measuring the Stability of Supervised Statistical Learning Results

  Philipp, M., Rusch, T., Strobl, C. & Hornik, K., 2018, In: Journal of Computational and Graphical Statistics. 27, 4, p. 685 - 700

  Publication: Scientific journal › Journal article › peer-review

• Multivariate ordinal regression models: an analysis of corporate credit ratings

  Hirk, R., Hornik, K. & Vana Gür, L., 2018, In: Statistical Methods and Applications. 28, 3, p. 507 - 539

  Publication: Scientific journal › Journal article › peer-review

  Open Access

  File
  57 Downloads (Pure)
• 2017

  A Data Mining Framework for Targeted Category Promotions

  Reutterer, T., Hornik, K., March, N. & Gruber, K., 2017, In: Journal of Business Economics (JBE) (früher: Zeitschrift für Betriebswirtschaft ZfB). 87, 3, p. 337 - 358

  Publication: Scientific journal › Journal article › peer-review

  Open Access

  File
  58 Downloads (Pure)
• 2016

  Computing a journal meta-ranking using paired comparisons and adaptive lasso estimators

  Vana Gür, L., Hochreiter, R. & Hornik, K., 2016, In: Scientometrics. 106, 1, p. 229 - 251

  Publication: Scientific journal › Journal article › peer-review

  Open Access

  File
  85 Downloads (Pure)

• How we R on Android

  Hofert, M. & Hornik, K., 2016, In: Linux Journal. 2016, 2, p. 90 - 121

  Publication: Scientific journal › Journal article

• 2015

  Last Night a Shrinkage Saved My Life: Economic Growth, Model Uncertainty and Correlated Regressors

  Hofmarcher, P., Crespo Cuaresma, J., Grün, B. & Hornik, K., 2015, In: Journal of Forecasting. 34, 2, p. 133 - 144

  Publication: Scientific journal › Journal article › peer-review

  Open Access

  File
  46 Downloads (Pure)

• Motivation, Values, and Work Design as Drivers of Participation in the R Open Source Project for Statistical Computing.

  Hofmann, E., Gruber, K., Hatzinger, R., Zeileis, A., Hornik, K. & Mair, P., 2015, In: Proceedings of the National Academy of Sciences (PNAS). 112, 48, p. 14788 - 14792

  Publication: Scientific journal › Journal article › peer-review

• What Drives Package Authors to Participate inthe R Project for Statistical Computing? Exploring Motivation, Values, and Work Design

  Mair, P., Hofmann, E., Gruber, K., Hatzinger, R., Zeileis, A. & Hornik, K., 2015, In: Proceedings of the National Academy of Sciences. p. 1-11

  Publication: Scientific journal › Journal article

  Open Access

  File
  29 Downloads (Pure)
• 2014

  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

• 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

• 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
  204 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
  28 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
  23 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
  37 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
  80 Downloads (Pure)

• 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
  68 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
  68 Downloads (Pure)

• 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
  47 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
  124 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
  34 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)

• 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
  25 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
  448 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