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Thomas Nagler

Thomas Nagler

Universiteit Leiden

H-index: 17

Europe-Netherlands

Contact Thomas Nagler

About Thomas Nagler

Thomas Nagler, With an exceptional h-index of 17 and a recent h-index of 17 (since 2020), a distinguished researcher at Universiteit Leiden, specializes in the field of mathematical statistics, computational statistics, copulas, statistical learning, statistical software.

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

An Online Bootstrap for Time Series

Virtual patient simulation using copula modeling

Interpretable Machine Learning for TabPFN

Second-order uncertainty quantification: Variance-based measures

Approximate Bayes Optimal Pseudo-Label Selection

Statistical foundations of prior-data fitted networks

Solving estimating equations with copulas

Modeling stochastic data using Copulas for applications in the validation of autonomous driving

Thomas Nagler Information

University

Position

Assistant Professor for Statistical Science

Citations(all)

1323

Citations(since 2020)

1021

Cited By

623

hIndex(all)

17

hIndex(since 2020)

17

i10Index(all)

24

i10Index(since 2020)

22

Email

University Profile Page

Google Scholar

Thomas Nagler Skills & Research Interests

mathematical statistics

computational statistics

copulas

statistical learning

statistical software

Top articles of Thomas Nagler

An Online Bootstrap for Time Series

2024/4/18

Thomas Nagler
Thomas Nagler

H-Index: 11

Virtual patient simulation using copula modeling

Clinical Pharmacology & Therapeutics

2024/4

Thomas Nagler
Thomas Nagler

H-Index: 11

Jacqueline J Meulman
Jacqueline J Meulman

H-Index: 19

Interpretable Machine Learning for TabPFN

xAI-2024

2024/4/8

Matthias Feurer
Matthias Feurer

H-Index: 12

Thomas Nagler
Thomas Nagler

H-Index: 11

David Rügamer
David Rügamer

H-Index: 7

Second-order uncertainty quantification: Variance-based measures

arXiv preprint arXiv:2401.00276

2023/12/30

Eyke Hüllermeier
Eyke Hüllermeier

H-Index: 42

Thomas Nagler
Thomas Nagler

H-Index: 11

Approximate Bayes Optimal Pseudo-Label Selection

2023/7/2

Jann Goschenhofer
Jann Goschenhofer

H-Index: 2

Emilio Dorigatti
Emilio Dorigatti

H-Index: 1

Thomas Nagler
Thomas Nagler

H-Index: 11

Thomas Augustin
Thomas Augustin

H-Index: 14

Statistical foundations of prior-data fitted networks

The 40th International Conference on Machine Learning (ICML 2023)

2023/1/26

Thomas Nagler
Thomas Nagler

H-Index: 11

Solving estimating equations with copulas

Journal of the American Statistical Association

2023/3/9

Thomas Nagler
Thomas Nagler

H-Index: 11

Thibault Vatter
Thibault Vatter

H-Index: 8

Modeling stochastic data using Copulas for applications in the validation of autonomous driving

Electronics

2022/12/13

Thomas Nagler
Thomas Nagler

H-Index: 11

Vine copula based dependence modeling in sustainable finance

2022/11/1

Özge Sahin
Özge Sahin

H-Index: 0

Thomas Nagler
Thomas Nagler

H-Index: 11

Aleksey Min
Aleksey Min

H-Index: 11

Sandra Paterlini
Sandra Paterlini

H-Index: 14

A satellite-based Standardized Antecedent Precipitation Index (SAPI) for mapping extreme rainfall risk in Myanmar

Remote Sensing Applications: Society and Environment

2022/4/1

Jarrod Kath
Jarrod Kath

H-Index: 9

Thomas Nagler
Thomas Nagler

H-Index: 11

Roger Stone
Roger Stone

H-Index: 6

Stationary vine copula models for multivariate time series

Journal of Econometrics

2022/4/1

Thomas Nagler
Thomas Nagler

H-Index: 11

Daniel Krüger
Daniel Krüger

H-Index: 3

Aleksey Min
Aleksey Min

H-Index: 11

Vine copula based modeling

2022/3/7

Thomas Nagler
Thomas Nagler

H-Index: 11

Copula-based synthetic data augmentation for machine-learning emulators

Geoscientific Model Development

2021/8/18

Thomas Nagler
Thomas Nagler

H-Index: 11

Explaining predictive models using Shapley values and non-parametric vine copulas

Dependence modeling

2021/1/1

Thomas Nagler
Thomas Nagler

H-Index: 11

Synthia: multidimensional synthetic data generation in Python

Journal of Open Source Software

2021/9/24

Thomas Nagler
Thomas Nagler

H-Index: 11

R friendly multi-threading in C++

Journal of Statistical Software

2021

Thomas Nagler
Thomas Nagler

H-Index: 11

Modeling high-dimensional dependence in astronomical data

Astronomy & Astrophysics

2020/10/1

Oropharyngeal HPV detection techniques in HPV-associated head and neck cancer patients

Anticancer research

2020/4/1

Philipp Baumeister
Philipp Baumeister

H-Index: 3

Thomas Nagler
Thomas Nagler

H-Index: 11

Sven Mahner
Sven Mahner

H-Index: 43

See List of Professors in Thomas Nagler University(Universiteit Leiden)

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