Marius Hofert

Marius Hofert

University of Waterloo

H-index: 28

North America-Canada

About Marius Hofert

Marius Hofert, With an exceptional h-index of 28 and a recent h-index of 21 (since 2020), a distinguished researcher at University of Waterloo, specializes in the field of Dependence Modeling, Computational Statistics, Data Science, Quantitative Risk Management.

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

Package ‘nvmix’

Package ‘qrng’

Randomized quasi-Monte Carlo methods on triangles: extensible lattices and sequences

Comparison of correlation-based measures of concordance in terms of asymptotic variance

Risk Revealed: Cautionary Tales, Understanding and Communication

Implicit and Explicit Policy Constraints for Offline Reinforcement Learning

Measuring non-exchangeable tail dependence using tail copulas

The Philosophy of Copula Modeling: A Conversation with ChatGPT.

Marius Hofert Information

University

Position

___

Citations(all)

3448

Citations(since 2020)

1681

Cited By

2327

hIndex(all)

28

hIndex(since 2020)

21

i10Index(all)

48

i10Index(since 2020)

39

Email

University Profile Page

University of Waterloo

Google Scholar

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Marius Hofert Skills & Research Interests

Dependence Modeling

Computational Statistics

Data Science

Quantitative Risk Management

Top articles of Marius Hofert

Title

Journal

Author(s)

Publication Date

Package ‘nvmix’

Marius Hofert

Erik Hintz

Christiane Lemieux

Maintainer Marius Hofert

Suggests RColorBrewer

2024/3/4

Package ‘qrng’

Marius Hofert

Christiane Lemieux

Maintainer Marius Hofert

2024/2/29

Randomized quasi-Monte Carlo methods on triangles: extensible lattices and sequences

Methodology and Computing in Applied Probability

Gracia Yunruo Dong

Erik Hintz

Marius Hofert

Christiane Lemieux

2024/6

Comparison of correlation-based measures of concordance in terms of asymptotic variance

Journal of Multivariate Analysis

Takaaki Koike

Marius Hofert

2024/5/1

Risk Revealed: Cautionary Tales, Understanding and Communication

Paul Embrechts

Marius Hofert

Valérie Chavez-Demoulin

2024/4/11

Implicit and Explicit Policy Constraints for Offline Reinforcement Learning

Yang Liu

Marius Hofert

2024/3/15

Measuring non-exchangeable tail dependence using tail copulas

ASTIN Bulletin: The Journal of the IAA

Takaaki Koike

Shogo Kato

Marius Hofert

2023/5

The Philosophy of Copula Modeling: A Conversation with ChatGPT.

Journal of Data Science

Marius Hofert

2023/10/1

Assessing ChatGPT’s proficiency in quantitative risk management

Risks

Marius Hofert

2023/9/19

Composite pseudo-likelihood estimation for pair-tractable copulas such as Archimedean, Archimax and related hierarchical extensions

Journal of Statistical Computation and Simulation

J Górecki

M Hofert

2023/9/2

Matrix compatibility and correlation mixture representation of generalized Gini's gamma

Canadian Journal of Statistics

Takaaki Koike

Marius Hofert

2023/12

Correlation pitfalls with ChatGPT: Would you fall for them?

Risks

Marius Hofert

2023/6/21

Dependence Model Assessment and Selection with DecoupleNets

Journal of Computational and Graphical Statistics

Marius Hofert

Avinash Prasad

Mu Zhu

2023/10/2

Index-mixed copulas

arXiv preprint arXiv:2306.10663

Klaus Herrmann

Marius Hofert

Nahid Sadr

2023/6/19

RafterNet: Probabilistic predictions in multi-response regression

The American Statistician

Marius Hofert

Avinash Prasad

Mu Zhu

2023/10/2

Smooth bootstrapping of copula functionals

Electronic Journal of Statistics

Maximilian Coblenz

Oliver Grothe

Klaus Herrmann

Marius Hofert

2022

Quasi-random sampling with black box or acceptance-rejection inputs

Erik Hintz

Marius Hofert

Christiane Lemieux

2022/12/1

Single-index importance sampling with stratification

Methodology and Computing in Applied Probability

Erik Hintz

Marius Hofert

Christiane Lemieux

Yoshihiro Taniguchi

2022/12

Multivariate time-series modeling with generative neural networks

Econometrics and Statistics

Marius Hofert

Avinash Prasad

Mu Zhu

2022/7/1

Computational challenges of t and related copulas

Journal of Data Science

Erik Hintz

Marius Hofert

Christiane Lemieux

2022/1/1

See List of Professors in Marius Hofert University(University of Waterloo)

Co-Authors

H-index: 42
Fabrizio Durante

Fabrizio Durante

Università del Salento

H-index: 38
Jun Yan

Jun Yan

University of Connecticut

H-index: 32
Ivan Kojadinovic

Ivan Kojadinovic

Université de Pau et des Pays de l'Adour

H-index: 29
Ruodu Wang

Ruodu Wang

University of Waterloo

H-index: 29
Raphaël Huser

Raphaël Huser

King Abdullah University of Science and Technology

H-index: 27
Tony S. Wirjanto

Tony S. Wirjanto

University of Waterloo

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