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Concentration of Maxima and Fundamental Limits in High-Dimensional Testing and Inference

1st Edition 2021, 2021

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Inference for Monotone Functions Under Short- and Long-Range Dependence: Confidence Intervals and New Universal Limits

Journal of the American Statistical Association, 2016-12, Vol.111 (516), p.1634-1647, Article 1634

2016

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AMON: An Open Source Architecture for Online Monitoring, Statistical Analysis, and Forensics of Multi-Gigabit Streams

IEEE journal on selected areas in communications, 2016-06, Vol.34 (6), p.1834-1848

2016

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Inference for dynamic and latent variable models via iterated, perturbed Bayes maps

Proceedings of the National Academy of Sciences - PNAS, 2015-01, Vol.112 (3), p.719-724

2015

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On the rate of concentration of maxima in Gaussian arrays

Extremes (Boston), 2021-03, Vol.24 (1), p.37-65

2021

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ERGODIC PROPERTIES OF SUM- AND MAX-STABLE STATIONARY RANDOM FIELDS VIA NULL AND POSITIVE GROUP ACTIONS

The Annals of probability, 2013-01, Vol.41 (1), p.206-228

2013

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Conditional sampling for spectrally discrete max-stable random fields

Advances in applied probability, 2011-06, Vol.43 (2), p.461-483

2011

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On the ergodicity and mixing of max-stable processes

Stochastic processes and their applications, 2008-09, Vol.118 (9), p.1679-1705

Stoev, Stilian A.

2008

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On the structure and representations of max-stable processes

Advances in applied probability, 2010-09, Vol.42 (3), p.855-877

2010

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Fundamental limits of exact support recovery in high dimensions

Bernoulli : official journal of the Bernoulli Society for Mathematical Statistics and Probability, 2020-11, Vol.26 (4)

2020

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Estimating Heavy-Tail Exponents Through Max Self-Similarity

IEEE transactions on information theory, 2011-03, Vol.57 (3), p.1615-1636

2011

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How rich is the class of multifractional Brownian motions?

Stochastic processes and their applications, 2006-02, Vol.116 (2), p.200-221

2006

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On the association of sum- and max-stable processes

Statistics & probability letters, 2010-03, Vol.80 (5), p.480-488

2010

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Fast Algorithms for Optimal Link Selection in Large-Scale Network Monitoring

IEEE transactions on signal processing, 2013-04, Vol.61 (8), p.2088-2103

2013

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Stochastic integral representations and classification of sum- and max-infinitely divisible processes

Bernoulli : official journal of the Bernoulli Society for Mathematical Statistics and Probability, 2016-02, Vol.22 (1), p.107-142

2016

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Exchangeable random partitions from max-infinitely-divisible distributions

Statistics & probability letters, 2019-03, Vol.146, p.50-56

2019

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A functional-data approach to the Argo data

The annals of applied statistics, 2022-03, Vol.16 (1)

2022

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Extreme value theory with operator norming

Extremes (Boston), 2013-12, Vol.16 (4), p.407-428

2013

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Probabilities of Concurrent Extremes

Journal of the American Statistical Association, 2018-10, Vol.113 (524), p.1565-1582

2018

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On the estimation of the heavy-tail exponent in time series using the max-spectrum

Applied stochastic models in business and industry, 2010-05, Vol.26 (3), p.224-253

2010

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Tangent fields, intrinsic stationarity, and self similarity

Electronic journal of probability, 2022-01, Vol.27 (none)

2022

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Extremal limit theorems for observations separated by random power law waiting times

Journal of statistical planning and inference, 2009-07, Vol.139 (7), p.2175-2188

2009

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Stochastic properties of the linear multifractional stable motion

Advances in applied probability, 2004-12, Vol.36 (4), p.1085-1115

2004

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Principal components analysis of regularly varying functions

Bernoulli : official journal of the Bernoulli Society for Mathematical Statistics and Probability, 2019-11, Vol.25 (4B)

2019

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Distributionally robust inference for extreme Value-at-Risk

Insurance, mathematics & economics, 2020-05, Vol.92, p.70-89

2020

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Concentration of Maxima and Fundamental Limits in High-Dimensional Testing and Inference

Inference for Monotone Functions Under Short- and Long-Range Dependence: Confidence Intervals and New Universal Limits

AMON: An Open Source Architecture for Online Monitoring, Statistical Analysis, and Forensics of Multi-Gigabit Streams

Inference for dynamic and latent variable models via iterated, perturbed Bayes maps

On the rate of concentration of maxima in Gaussian arrays

ERGODIC PROPERTIES OF SUM- AND MAX-STABLE STATIONARY RANDOM FIELDS VIA NULL AND POSITIVE GROUP ACTIONS

Conditional sampling for spectrally discrete max-stable random fields

On the ergodicity and mixing of max-stable processes

On the structure and representations of max-stable processes

Fundamental limits of exact support recovery in high dimensions

Estimating Heavy-Tail Exponents Through Max Self-Similarity

How rich is the class of multifractional Brownian motions?

On the association of sum- and max-stable processes

Fast Algorithms for Optimal Link Selection in Large-Scale Network Monitoring

Stochastic integral representations and classification of sum- and max-infinitely divisible processes

Exchangeable random partitions from max-infinitely-divisible distributions

A functional-data approach to the Argo data

Extreme value theory with operator norming

Probabilities of Concurrent Extremes

On the estimation of the heavy-tail exponent in time series using the max-spectrum

Tangent fields, intrinsic stationarity, and self similarity

Extremal limit theorems for observations separated by random power law waiting times

Stochastic properties of the linear multifractional stable motion

Principal components analysis of regularly varying functions

Distributionally robust inference for extreme Value-at-Risk

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