Yawen Guan

Works (6)

Updated: April 11th, 2023 10:13
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2022 article

Discussion on "Spatial plus : A novel approach to spatial confounding" by Dupont, Wood, and Augustin

Reich, B. J., Yang, S., & Guan, Y. (2022, March 30). BIOMETRICS, Vol. 3.

By: B. Reich , S. Yang  & Y. Guan

Sources: Web Of Science, ORCID
Added: April 8, 2022

2021 journal article

Statistical Downscaling with Spatial Misalignment: Application to Wildland Fire PM2.5 Concentration Forecasting

JOURNAL OF AGRICULTURAL BIOLOGICAL AND ENVIRONMENTAL STATISTICS, 26(1), 23–44.

By: S. Majumder, Y. Guan, B. Reich , S. O'Neill * & A. Rappold

author keywords: Image registration; Public health; Smoothing; Warping
Sources: Web Of Science, ORCID
Added: November 2, 2020

2020 journal article

Fine-Scale Spatiotemporal Air Pollution Analysis Using Mobile Monitors on Google Street View Vehicles

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 115(531), 1111–1124.

By: Y. Guan, M. Johnson n, M. Katzfuss*, E. Mannshardt, K. Messier*, B. Reich , J. Song*

author keywords: Google Street View Air Quality Data; Kriging; Mobile sensors; Spatiotemporal models; Vecchia approximation
Sources: Web Of Science, ORCID
Added: October 28, 2019

2020 journal article

INTEGRATIVE STATISTICAL METHODS FOR EXPOSURE MIXTURES AND HEALTH

ANNALS OF APPLIED STATISTICS, 14(4), 1945–1963.

By: B. Reich , Y. Guan, D. Fourches, J. Warren, S. Sarnat & H. Chang

author keywords: Cheminformatics; collinearity; factor analysis; principal components; stochastic search; variable selection
Sources: Web Of Science, ORCID
Added: March 1, 2021

2020 journal article

MIMIX: A Bayesian Mixed-Effects Model for Microbiome Data From Designed Experiments

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 115(530), 599–609.

By: N. Grantham, Y. Guan, B. Reich , E. Borer * & K. Gross

author keywords: Continuous shrinkage prior; Factor analysis; Microbiome; Mixed model; Nutrient Network; OTU abundance data
Sources: Web Of Science, ORCID
Added: July 22, 2019

2019 journal article

Computer Model Calibration Based on Image Warping Metrics: An Application for Sea Ice Deformation

JOURNAL OF AGRICULTURAL BIOLOGICAL AND ENVIRONMENTAL STATISTICS, 24(3), 444–463.

By: Y. Guan, C. Sampson*, J. Tucker*, W. Chang*, A. Mondal*, M. Haran*, D. Sulsky*

author keywords: Arctic sea ice; Calibration; Emulation; Gaussian process; Image registration
Source: Web Of Science
Added: September 16, 2019