Yawen Guan

A Review of Spatial Causal Inference Methods for Environmental and Epidemiological Applications

Shu Yang, Brian J Reich, Yawen Guan, 2020, International statistical review = Revue internationale de statistique.

Ice model calibration using semicontinuous spatial data

Bledar A. Konomi, Won Chang, Georgios Karagiannis, 2019, The Annals of Applied Statistics.

A Computationally Efficient Projection-Based Approach for Spatial Generalized Linear Mixed Models

Murali Haran, Yawen Guan, M. Haran, 2016, Journal of Computational and Graphical Statistics.

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

Matthias Katzfuss, Margaret Johnson, Joon Jin Song, 2018, Journal of the American Statistical Association.

Statistical Downscaling with Spatial Misalignment: Application to Wildland Fire $$\hbox {PM}_{2.5}$$ PM 2.5 Concentration Forecasting

Brian J. Reich, Yawen Guan, Ana G. Rappold, 2019, Journal of agricultural, biological, and environmental statistics.

Assessing the Impact of Retreat Mechanisms in a Simple Antarctic Ice Sheet Model Using Bayesian Calibration

Klaus Keller, Kelsey L. Ruckert, Tony E Wong, 2016, PloS one.

A comparison of statistical and machine learning methods for creating national daily maps of ambient PM2.5 concentration.

James A. Mulholland, Veronica J. Berrocal, Howard H. Chang, 2019, Atmospheric environment.