Markus Pauly

Markus Pauly

Technische Universität Dortmund

H-index: 29

Europe-Germany

About Markus Pauly

Markus Pauly, With an exceptional h-index of 29 and a recent h-index of 26 (since 2020), a distinguished researcher at Technische Universität Dortmund, specializes in the field of Applied and Methodological Statistics with Applications, Resampling, Statistical Learning, Survival and Reliability Analysis, Ti.

His recent articles reflect a diverse array of research interests and contributions to the field:

Behind the Screen: Investigating ChatGPT's Dark Personality Traits and Conspiracy Beliefs

Evaluating tree-based imputation methods as an alternative to MICE PMM for drawing inference in empirical studies

Human Vs. Machines: Who Wins In Semiconductor Market Forecasting?

Quantile-based MANOVA: A new tool for inferring multivariate data in factorial designs

From naive trees to Random Forests: A general approach for proofing consistency of tree-based methods

Old but Gold or New and Shiny? Comparing Tree Ensembles for Ordinal Prediction with a Classic Parametric Approach

Using sequential statistical tests for efficient hyperparameter tuning

The impact of neglected confounding and interactions in mixed-effects meta-regression

Markus Pauly Information

University

Position

Department of Statistics

Citations(all)

2316

Citations(since 2020)

1853

Cited By

1083

hIndex(all)

29

hIndex(since 2020)

26

i10Index(all)

61

i10Index(since 2020)

55

Email

University Profile Page

Technische Universität Dortmund

Google Scholar

View Google Scholar Profile

Markus Pauly Skills & Research Interests

Applied and Methodological Statistics with Applications

Resampling

Statistical Learning

Survival and Reliability Analysis

Ti

Top articles of Markus Pauly

Title

Journal

Author(s)

Publication Date

Behind the Screen: Investigating ChatGPT's Dark Personality Traits and Conspiracy Beliefs

arXiv preprint arXiv:2402.04110

Erik Weber

Jérôme Rutinowski

Markus Pauly

2024/2/6

Evaluating tree-based imputation methods as an alternative to MICE PMM for drawing inference in empirical studies

arXiv preprint arXiv:2401.09602

Jakob Schwerter

Ketevan Gurtskaia

Andrés Romero

Birgit Zeyer-Gliozzo

Markus Pauly

2024/1/17

Human Vs. Machines: Who Wins In Semiconductor Market Forecasting?

arXiv preprint arXiv:2404.09334

Louis Steinmeister

Markus Pauly

2024/4/14

Quantile-based MANOVA: A new tool for inferring multivariate data in factorial designs

Journal of Multivariate Analysis

Marléne Baumeister

Marc Ditzhaus

Markus Pauly

2024/1/1

From naive trees to Random Forests: A general approach for proofing consistency of tree-based methods

arXiv preprint arXiv:2404.06850

Nico Föge

Markus Pauly

Lena Schmid

Marc Ditzhaus

2024/4/10

Old but Gold or New and Shiny? Comparing Tree Ensembles for Ordinal Prediction with a Classic Parametric Approach

Philip Buczak

Daniel Horn

Markus Pauly

2024/3/29

Using sequential statistical tests for efficient hyperparameter tuning

AStA Advances in Statistical Analysis

Philip Buczak

Andreas Groll

Markus Pauly

Jakob Rehof

Daniel Horn

2024/3/14

The impact of neglected confounding and interactions in mixed-effects meta-regression

arXiv preprint arXiv:2301.03244

Eric S Knop

Markus Pauly

Tim Friede

Thilo Welz

2023/1/9

Tree-based ensembles for multi-output regression: Comparing multivariate approaches with separate univariate ones

Computational Statistics & Data Analysis

Lena Schmid

Alexander Gerharz

Andreas Groll

Markus Pauly

2023/3/1

Analyzing the Effect of Imputation on Classification Performance under MCAR and MAR Missing Mechanisms

Entropy

Philip Buczak

Jian-Jia Chen

Markus Pauly

2023/3/17

The consequences of neglected confounding and interactions in mixed‐effects meta‐regression: An illustrative example

Research Synthesis Methods

Eric S Knop

Markus Pauly

Tim Friede

Thilo Welz

2023/7

Bootstrap und Permutationsverfahren für biometrische Inferenz

Sarah Friedrich

Frank Konietschke

Markus Pauly

2023/9/16

Testing The Limits: A Robustness Analysis Of Logistic Growth Models For Life Cycle Estimation During The COVID-19 Pandemic

ESSN: 2701-6277

Louis Steinmeister

Burim Ramosaj

Leo Schröter

Markus Pauly

2023

Regularization approaches in clinical biostatistics: A review of methods and their applications

Sarah Friedrich

Andreas Groll

Katja Ickstadt

Thomas Kneib

Markus Pauly

...

2023/2

Comparing statistical and machine learning methods for time series forecasting in data-driven logistics--A simulation study

Harsha Chamara Hewage

H Niles Perera

2021/12/13

General multiple tests for functional data

arXiv preprint arXiv:2306.15259

Merle Munko

Marc Ditzhaus

Markus Pauly

Łukasz Smaga

Jin-Ting Zhang

2023/6/27

A Dynamic Systems Model for an Economic Evaluation of Sales Forecasting Methods

Tehnički glasnik

Lara Kuhlmann

Markus Pauly

2023/9/15

Biological predictors and markers of psychotherapy outcome in Posttraumatic Stress Disorder: Evidence from genetic, epigenetic, gene expression, and neuroimaging research

Abstract book: The 17th biennial conference of the European Society for Traumatic Stress Studies. Trauma and resilience through the ages: A life course perspective

Dharani Keyan

Richard Bryant

Sarah Wilker

Vanja Vukojevic

Anna Schneider

...

2023

Epigenetics of traumatic stress: The association of NR3C1 methylation and posttraumatic stress disorder symptom changes in response to narrative exposure therapy

Translational Psychiatry

Sarah Wilker

Vanja Vukojevic

Anna Schneider

Anett Pfeiffer

Stefan Inerle

...

2023/1/19

CASANOVA: Permutation inference in factorial survival designs

Biometrics

Marc Ditzhaus

Jon Genuneit

Arnold Janssen

Markus Pauly

2023/3

See List of Professors in Markus Pauly University(Technische Universität Dortmund)

Co-Authors

H-index: 65
thomas scheike

thomas scheike

Københavns Universitet

H-index: 63
Tim Friede

Tim Friede

Georg-August-Universität Göttingen

H-index: 47
Iris-Tatjana Kolassa

Iris-Tatjana Kolassa

Universität Ulm

H-index: 34
Lutz Duembgen

Lutz Duembgen

Universität Bern

H-index: 34
Frank Konietschke

Frank Konietschke

Charité - Universitätsmedizin Berlin

H-index: 24
Thorsten Dickhaus

Thorsten Dickhaus

Universität Bremen

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