DC
Dan Cheng
math.PRmath.STstat.MEstat.TH15B5260G1560G60Critical pointsGaussian random fieldsIsotropic
On Valency
published · living versionsW_wvk64wnp·v1 · currentpublished
Local Maxima of Discrete Gaussian Processes: Exact Distributions and Infill Limits
with John Ginos
1 version
W_nrb5tmqe·v1published
Preprints & journals
25 papers in the corpus · 2012–2026Local Maxima of Discrete Gaussian Processes: Exact Distributions and Infill Limits2610.27687v1 · Dan Cheng, John Ginos2026 · 0 citationsarXivon Valency
Cluster size distributions of discrete random fields2601.14586v3 · Dan Cheng, John Ginos2026 · 0 citationsarXiv
Microbial correlation: a semi-parametric model for investigating microbial co-metabolism2504.05450v1 · Haoran Shi, Yue Wang, Dan Cheng2025 · 0 citationsarXiv
On the peak height distribution of non-stationary Gaussian random fields: 1D general covariance and scale space2502.12452v1 · Yu Zhao, Dan Cheng, Samuel Davenport et al.2025 · 0 citationsarXiv
Micro-DeMix: a mixture beta-multinomial model for investigating the heterogeneity of the stool microbiome compositions.39563467 · Liu, Ruoqian, Wang, Yue, Cheng, Dan2024 · 0 citationsBioinformatics (Oxford, England). 2024;40(12)
Micro-DeMix: A mixture beta-multinomial model for investigating the fecal microbiome compositions.38168274 · Liu, Ruoqian, Wang, Yue, Cheng, Dan2026 · 1 citationbioRxiv : the preprint server for biology. 2023
The expected Euler characteristic approximation to excursion probabilities of smooth Gaussian random fields with general variance functions2309.05627v1 · Dan Cheng2023 · 2 citationsarXiv
Multiple Testing of Local Extrema for Detection of Structural Breaks in Piecewise Linear Models2308.04368v5 · Zhibing He, Dan Cheng, Yunpeng Zhao2023 · 1 citationarXiv
Network Inference Using the Hub Model and Variants2308.03785v1 · Zhibing He, Yunpeng Zhao, Peter Bickel et al.2023 · 0 citationsarXiv
On local maxima of smooth Gaussian nonstationary processes and stationary planar fields with trends2307.01974v3 · Dan Cheng2023 · 0 citationsarXiv
Smooth Matérn Gaussian Random Fields: Euler Characteristic, Expected Number and Height Distribution of Critical Points2307.01978v2 · Dan Cheng2023 · 0 citationsarXiv
The expected Euler characteristic approximation to excursion probabilities of Gaussian vector fields2301.06634v1 · Dan Cheng, Yimin Xiao2023 · 0 citationsarXiv
An approximation to peak detection power using Gaussian random field theory2301.04830v2 · Yu Zhao, Dan Cheng, Armin Schwartzman2023 · 1 citationarXiv
On critical points of Gaussian random fields under diffeomorphic transformations.39697305 · Cheng, Dan, Schwartzman, Armin2025 · 1 citationStatistics & probability letters. 2020;158
Estimation of Expected Euler Characteristic Curves of Nonstationary Smooth Gaussian Random Fields1908.02493v2 · Fabian Telschow, Armin Schwartzman, Dan Cheng et al.2019 · 13 citationsarXiv
Extremes of Spherical Fractional Brownian Motion1806.02965v4 · Dan Cheng, Peng Liu2018 · 9 citationsarXiv
Expected Number and Height Distribution of Critical Points of Smooth Isotropic Gaussian Random Fields.31511762 · Cheng, Dan, Schwartzman, Armin2023 · 38 citationsBernoulli : official journal of the Bernoulli Society for Mathematical Statistics and Probability. 2018;24(4B):3422-3446
MULTIPLE TESTING OF LOCAL MAXIMA FOR DETECTION OF PEAKS IN RANDOM FIELDS.31527989 · Cheng, Dan, Schwartzman, Armin2024 · 39 citationsAnnals of statistics. 2017;45(2):529-556
Multiple testing of local maxima for detection of peaks on the (celestial) sphere1602.08296v2 · Dan Cheng, Valentina Cammarota, Yabebal Fantaye et al.2016 · 20 citationsBernoulli, Vol. 26, n. 1, pp.31-60, (2020)
Multiple Testing of Local Extrema for Detection of Change Points1504.06384v2 · Dan Cheng, Zhibing He, Armin Schwartzman2015 · 13 citationsarXiv
On the Explicit Height Distribution and Expected Number of Local Maxima of Isotropic Gaussian Random Fields1503.01328v1 · Dan Cheng, Armin Schwartzman2015 · 12 citationsarXiv
Excursion Probability of Certain Non-centered Smooth Gaussian Random Fields1502.04414v1 · Dan Cheng2015 · 1 citationarXiv
Distribution of the Height of Local Maxima of Gaussian Random Fields.26478714 · Cheng, Dan, Schwartzman, Armin2024 · 36 citationsExtremes. 2015;18(2):213-240
Excursion probability of Gaussian random fields on sphere1401.5498v2 · Dan Cheng, Yimin Xiao2014 · 47 citationsBernoulli 2016, Vol. 22, No. 2, 1113-1130on Valency
The mean Euler characteristic and excursion probability of Gaussian random fields with stationary increments1211.6693v3 · Dan Cheng, Yimin Xiao2012 · 29 citationsAnnals of Applied Probability 2016, Vol. 26, No. 2, 722-759
Career total: 34 works. 25 are in this corpus.
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