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Johannes Heiny
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Cited by
Year
Extreme value analysis for the sample autocovariance matrices of heavy-tailed multivariate time series
RA Davis, J Heiny, T Mikosch, X Xie
Extremes 19, 517-547, 2016
312016
Eigenvalues and eigenvectors of heavy-tailed sample covariance matrices with general growth rates: the iid case
J Heiny, T Mikosch
Stochastic Processes and their Applications 127 (7), 2179-2207, 2017
262017
Almost sure convergence of the largest and smallest eigenvalues of high-dimensional sample correlation matrices
J Heiny, T Mikosch
Stochastic Processes and their Applications 128 (8), 2779-2815, 2018
172018
The eigenstructure of the sample covariance matrices of high-dimensional stochastic volatility models with heavy tails
J Heiny, T Mikosch
132019
Limiting distributions for eigenvalues of sample correlation matrices from heavy-tailed populations
J Heiny, J Yao
The Annals of Statistics 50 (6), 3249-3280, 2022
122022
Sequential change point detection in high dimensional time series
J Gösmann, C Stoehr, J Heiny, H Dette
arXiv preprint arXiv:2006.00636, 2020
122020
Extreme eigenvalue statistics of m-dependent heavy-tailed matrices
B Basrak, Y Cho, J Heiny, P Jung
Annales de l'Institut Henri Poincare (B) Probabilites et statistiques 57 (4 …, 2021
102021
Point process convergence for the off-diagonal entries of sample covariance matrices
J Heiny, T Mikosch, J Yslas
82021
Log determinant of large correlation matrices under infinite fourth moment
J Heiny, N Parolya
arXiv preprint arXiv:2112.15388, 2021
72021
High-dimensional sample covariance matrices with Curie-Weiss entries
M Fleermann, J Heiny
arXiv preprint arXiv:1910.12332, 2019
72019
Large sample autocovariance matrices of linear processes with heavy tails
J Heiny, T Mikosch
Stochastic Processes and their Applications 141, 344-375, 2021
62021
Logarithmic law of large random correlation matrix
N Parolya, J Heiny, D Kurowicka
arXiv preprint arXiv:2103.13900, 2021
62021
Thin-shell theory for rotationally invariant random simplices
J Heiny, S Johnston, J Prochno
Electronic Journal of Probability 27, 1-41, 2022
52022
On estimation of quadratic variation for multivariate pure jump semimartingales
J Heiny, M Podolskij
Stochastic Processes and their Applications 138, 234-254, 2021
52021
Maximum interpoint distance of high-dimensional random vectors
J Heiny, C Kleemann
arXiv preprint arXiv:2302.06965, 2023
42023
Extreme eigenvalue statistics of -dependent heavy-tailed matrices
B Basrak, Y Cho, J Heiny, P Jung
arXiv preprint arXiv:1910.08511, 2019
42019
Random matrix theory for heavy-tailed time series
J Heiny
Journal of Mathematical Sciences 237, 652-666, 2019
42019
Extreme eigenvalues of sample covariance and correlation matrices
J Heiny
University of Copenhagen, Faculty of Science, Department of Mathematical …, 2017
42017
Large sample correlation matrices: a comparison theorem and its applications
J Heiny
Electronic Journal of Probability 27, 1-20, 2022
22022
Point process convergence for symmetric functions of high-dimensional random vectors
J Heiny, C Kleemann
Extremes, 1-33, 2023
12023
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