315 citations · 410 across the 10 of their papers we have counts for
3 papers · 1 filter
Aggregated Gaussian Processes with Multiresolution Earth Observation Covariates
Harrison Zhu, Adam Howes, Owen van Eer +4
For many survey-based spatial modelling problems, responses are observed as spatially aggregated over survey regions due to limited resources. Covariates, from weather models and s…
A Bayesian Nonparametric Approach to Geographic Regression Discontinuity Designs: Do School Districts Affect NYC House Prices?
Maxime Rischard, Zach Branson, Luke Miratrix +1
Most research on regression discontinuity designs (RDDs) has focused on univariate cases, where only those units with a "forcing" variable on one side of a threshold value receive…
Bias correction in daily maximum and minimum temperature measurements through Gaussian process modeling
Maxime Rischard, Natesh Pillai, Karen A. McKinnon
The Global Historical Climatology Network-Daily database contains, among other variables, daily maximum and minimum temperatures from weather stations around the globe. It is long…