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G. Tutz

25 papers hereh-index 419.2k citations296 works total

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

author position
  • sole author10
  • first author5
  • middle author1
  • last author9

Across the 25 of 25 papers where every author was matched, so the position is known.

fields
  • stat.ME22
  • stat.AP2
  • math.ST1

identity via Semantic Scholar / OpenAlex

activity
20062024
most citedSparse modeling of categorial explanatory variables

96 citations · 239 across the 22 of their papers we have counts for

collaborators
Showing 2021Show all

3 papers · 1 filter

stat.ME2021

Item Response Thresholds Models

Gerhard Tutz

A comprehensive class of models is proposed that can be used for continuous, binary, ordered categorical and count type responses. The difficulty of items is described by difficult…

stat.ME2021★ 2 cited

Flexible Predictive Distributions from Varying-Thresholds Modelling

Gerhard Tutz

A general class of models is proposed that is able to estimate the whole predictive distribution of a dependent variable Y given a vector of explanatory variables $\xb$. The mode…

stat.ME2021

Ordinal Trees and Random Forests: Score-Free Recursive Partitioning and Improved Ensembles

Gerhard Tutz

Existing ordinal trees and random forests typically use scores that are assigned to the ordered categories, which implies that a higher scale level is used. Versions of ordinal tre…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.