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A. Groll

11 papers hereh-index 191.4k citations79 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author5
  • middle author5
  • last author1

Across the 11 of 11 papers where every author was matched, so the position is known.

fields
  • stat.ML5
  • stat.AP3
  • stat.ME2
  • cs.LG1

identity via Semantic Scholar / OpenAlex

activity
20182022
most citedMachine Learning for Multi-Output Regression: When should a holistic multivariate approach be preferred over separate univariate ones?

9 citations · 22 across the 8 of their papers we have counts for

collaborators
Showing stat.APShow all

3 papers · 1 filter

stat.AP2019

Generalised Joint Regression for Count Data with a Focus on Modelling Football Matches

Hendrik van der Wurp, Andreas Groll, Thomas Kneib +2

We propose a versatile joint regression framework for count responses. The method is implemented in the R add-on package GJRM and allows for modelling linear and non-linear depende…

stat.AP2019★ 1 cited

Prediction of the 2019 IHF World Men's Handball Championship - An underdispersed sparse count data regression model

Andreas Groll, Jonas Heiner, Gunther Schauberger +1

In this work, we compare several different modeling approaches for count data applied to the scores of handball matches with regard to their predictive performances based on all ma…

stat.AP2018

Prediction of the FIFA World Cup 2018 - A random forest approach with an emphasis on estimated team ability parameters

Andreas Groll, Christophe Ley, Gunther Schauberger +1

In this work, we compare three different modeling approaches for the scores of soccer matches with regard to their predictive performances based on all matches from the four previo…

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