Huiyan Sang

Available identifiers

List of research outcomes

Publication	Date of Publication	Type
Bayesian spatial homogeneity pursuit of functional data: an application to the U.S. income distribution	2024-02-27	Paper
Bayesian clustering of spatial functional data with application to a human mobility study during COVID-19	2023-02-24	Paper
Sparse spatially clustered coefficient model via adaptive regularization	2022-10-17	Paper
https://portal.mardi4nfdi.de/entity/Q4998918	2021-07-09	Paper
Autologistic network model on binary data for disease progression study	2020-09-16	Paper
Smoothed Full-Scale Approximation of Gaussian Process Models for Computation of Large Spatial Datasets	2019-11-19	Paper
Spatial Homogeneity Pursuit of Regression Coefficients for Large Datasets	2019-11-12	Paper
A Full Scale Approximation of Covariance Functions for Large Spatial Data Sets	2019-04-30	Paper
https://portal.mardi4nfdi.de/entity/Q5272724	2017-07-04	Paper
Full scale multi-output Gaussian process emulator with nonseparable auto-covariance functions	2016-12-05	Paper
An adaptive spatial model for precipitation data from multiple satellites over large regions	2016-02-23	Paper
Full-Scale Approximations of Spatio-Temporal Covariance Models for Large Datasets	2015-10-21	Paper
Multivariate max-stable spatial processes	2015-04-24	Paper
Continuous spatial process models for spatial extreme values	2015-03-05	Paper
Covariance approximation for large multivariate spatial data sets with an application to multiple climate model errors	2012-03-22	Paper
On the likelihood function of Gaussian max-stable processes	2011-06-28	Paper
Improving the performance of predictive process modeling for large datasets	2010-04-01	Paper
Gaussian Predictive Process Models for Large Spatial Data Sets	2009-06-10	Paper
Interpreting self-organizing maps through space-time data models	2009-02-10	Paper

Research outcomes over time

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