Douglas Nychka

1. A Case Study Competition Among Methods for Analyzing Large Spatial Data
   2017/10/13 by Matthew J. Heaton, Heaton, Matthew J., Abhirup Datta +24 · 21 citations
   Environmental Science · Computer Science · #Soil Geostatistics and Mapping #Remote Sensing and LiDAR Applications #Data Management and Algorithms
2. A Multiresolution Gaussian Process Model for the Analysis of Large Spatial Datasets
   2015/04/03 by Douglas Nychka, Soutir Bandyopadhyay, Dorit Hammerling +2 · 6 citations
3. Fast covariance parameter estimation of spatial Gaussian process models\n using neural networks
   2020/12/30 by Florian Gerber, Gerber, Florian, Douglas Nychka +1 · 3 citations
   Computer Science · Environmental Science · #Air Quality Monitoring and Forecasting #Applications (stat.AP) #Computation (stat.CO) #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML)
4. Estimating Precipitation Extremes using Log-Histospline
   2018/02/26 by Whitney K. Huang, Douglas Nychka, Huang, Whitney K. +3 · 1 citation
   Earth and Planetary Sciences · Environmental Science · #62 #Climate variability and models #FOS: Computer and information sciences #Hydrology and Drought Analysis #Meteorological Phenomena and Simulations #Methodology (stat.ME)