Concepedia

Thibault Vatter

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Publications

5

Citations

138

H-Index

5

Active since

2015

Affiliations

Columbia University(Current)

University of Lausanne

Thibault Vatter is an author at Columbia University specializing in copula estimation, statistical modeling, and vine copulas.

Publications per year

2015–2020

5

Publications

5

Generalized additive models for conditional dependence structures

Thibault Vatter, Valérie Chavez‐Demoulin · Journal of Multivariate Analysis · 2015 · 57 citations

Business, Biostatistics, Statistical Modeling +8

Generalized Additive Models for Pair-Copula Constructions

Thibault Vatter, Thomas Nagler · Journal of Computational and Graphical Statistics · 2018 · 32 citations

Social Sciences, Economics, Econometrics +16

Copulas as High-Dimensional Generative Models: Vine Copula Autoencoders

Nataša Tagasovska, Damien Ackerer, Thibault Vatter · arXiv (Cornell University) · 2019 · 20 citations · Full text

Computing, Computer Science, Machine Learning +14

Simulating Copulas: Stochastic Models, Sampling Algorithms, and Applications

Thibault Vatter · Journal of the American Statistical Association · 2020 · 19 citations

Business, Mathematics, Statistical Modeling +16

Generative Models for Simulating Mobility Trajectories

Vaibhav Kulkarni, Nataša Tagasovska, Thibault Vatter et al. · arXiv (Cornell University) · 2018 · 10 citations · Full text

Computing, Geoinformatics, Machine Learning +16

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