Concepedia

Gerhard Tutz

GT

93

Publications

4K

Citations

32

H-Index

1980

Active since

Affiliations

Ludwig-Maximilians-Universität München(Current)

University of Regensburg

Technische Universität Berlin

Government College University, Faisalabad

Gerhard Tutz is an author at Ludwig-Maximilians-Universität München specializing in statistics, engineering, and statistical inference.

Top concepts

StatisticsEngineeringStatistical InferenceData ScienceFunctional Data AnalysisData MiningKnowledge DiscoveryPredictive AnalyticsManagementBiostatistics

Publications per year

1980–2022

93

Publications

93

Variable selection for generalized linear mixed models by L 1-penalized estimation

Andreas Groll, Gerhard Tutz · Statistics and Computing · 2012 · 243 citations · Full text

L 1-Penalized Estimation, Latent Modeling, Engineering +8

Sequential item response models with an ordered response

Gerhard Tutz · British Journal of Mathematical and Statistical Psychology · 1990 · 222 citations

Engineering, Sequential Learning, Sequential Rasch Model +21

Random forest for ordinal responses: Prediction and variable selection

Silke Janitza, Gerhard Tutz, Anne‐Laure Boulesteix · Computational Statistics & Data Analysis · 2015 · 219 citations

Engineering, Machine Learning, Data Science +8

Generalized Additive Modeling with Implicit Variable Selection by Likelihood‐Based Boosting

Gerhard Tutz, Harald Binder · Biometrics · 2006 · 202 citations

Improved methods for the imputation of missing data by nearest neighbor methods

Gerhard Tutz, Shahla Ramzan · Computational Statistics & Data Analysis · 2015 · 147 citations · Full text

Nearest Neighbor Methods, Engineering, Data Science +8

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