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20142021
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Fingerprint Dive into the research topics where Dan Cheng is active. These topic labels come from the works of this person. Together they form a unique fingerprint.

Gaussian Random Field Mathematics
Excursion Mathematics
Euler Characteristic Mathematics
Extremes Mathematics
Gaussian Fields Mathematics
Riemannian Manifold Mathematics
Rectangle Mathematics
Overshoot Mathematics

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Research Output 2014 2019

Extremes of spherical fractional Brownian motion

Cheng, D. & Liu, P., Sep 15 2019, In : Extremes. 22, 3, p. 433-457 25 p.

Research output: Contribution to journalArticle

Gaussian Random Field
Excursion
Brownian movement
Fractional Brownian Motion
Unit Sphere

Expected number and height distribution of critical points of smooth isotropic Gaussian random fields

Cheng, D. & Schwartzman, A., Nov 2018, In : Bernoulli. 24, 4B, p. 3422-3446 25 p.

Research output: Contribution to journalArticle

Gaussian Random Field
Covariance Function
Euclidean space
Critical point
Gaussian Fields

Excursion probabilities of isotropic and locally isotropic Gaussian random fields on manifolds

Cheng, D., Jun 1 2017, In : Extremes. 20, 2, p. 475-487 13 p.

Research output: Contribution to journalArticle

Gaussian Fields
Gaussian Random Field
Excursion
Euler Characteristic
Riemannian Manifold

Multiple testing of local maxima for detection of peaks in random fields

Cheng, D. & Schwartzman, A., Apr 2017, In : Annals of Statistics. 45, 2, p. 529-556 28 p.

Research output: Contribution to journalArticle

Kernel Smoothing
Gaussian Random Field
Multiple Testing
Image Analysis
Random Field

Excursion probability of certain non-centered smooth Gaussian random fields

Cheng, D., Mar 2016, In : Stochastic Processes and their Applications. 126, 3, p. 883-905 23 p.

Research output: Contribution to journalArticle

Gaussian Random Field
Excursion
Euler Characteristic
Rectangle
Parameter Space

Projects 2018 2021

critical point
signal detection
oceanography
range (extremes)
random noise