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

  A Weighted Curve Clustering Approach for Analyzing Pass Rush Routes in American Football

  Bajons, R. & Hornik, K., 2023.

  Publication: Contribution to conference › Conference paper

• 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

• Overlapped we stand; separated we fall: Diagnostic approaches to separation in categorical data models

  Rusch, T., Sablica, L. & Hornik, K., 2022.

  Publication: Contribution to conference › Conference paper

• 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)
• 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)

• 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)
• 2019

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

  Zeileis, A., Fischer, J. C., Hornik, K., Ihaka, R., McWhite, C. D., Murrell, P., Stauffer, R. & Wilke, C. O., 2019.

  Publication: Working/Discussion Paper › Working Paper/Preprint

• 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 Recursive Partitioning Methods

  Philipp, M., Rusch, T., Strobl, C. & Hornik, K., 2018.

  Publication: Contribution to conference › Conference paper

  Open Access

  File
  46 Downloads (Pure)

• 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)

• The STOPS framework for structure-based hyperparameter selection in multidimensional scaling

  Rusch, T., Mair, P. & Hornik, K., 9 Jul 2018.

  Publication: Contribution to conference › Conference paper

  Open Access

  File
  21 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)

• cordillera: Calculation of the OPTICS Cordillera

  Rusch, T., Mair, P. & Hornik, K., 24 Jul 2017

  Publication: Non-textual form › Software

• 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)

• Multivariate ordinal regression models using the R package MultOrd

  Hirk, R., Hornik, K. & Vana Gür, L., 2017.

  Publication: Contribution to conference › Conference poster

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

  Hirk, R., Hornik, K. & Vana Gür, L., 29 Nov 2017

  Publication: Non-textual form › Software

• 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)

• 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

• Multivariate analysis of corporate credit ratings

  Hirk, R., Hornik, K. & Vana Gür, L., 2016.

  Publication: Contribution to conference › Conference poster

• Predictive Bookmaker Consensus Model for the UEFA Euro 2016

  Zeileis, A., Leitner, C. & Hornik, K., 2016.

  Publication: Working/Discussion Paper › Working Paper/Preprint

• ROI: R Optimization Infrastructure

  Hornik, K., Meyer, D., Schwendinger, F. & Theußl, S., 18 Jun 2016

  Publication: Non-textual form › Software

• 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)

• COPS Cluster Optimized Proximity Scaling

  Rusch, T., Mair, P. & Hornik, K., 1 Feb 2015, p. 1-22.

  Publication: Contribution to conference › Conference paper

  File
  24 Downloads (Pure)

• 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)