Alan E Gelfand

Latest

• Hierarchical nearest-neighbor Gaussian process models for large geostatistical datasets
• On nearest-neighbor Gaussian process models for massive spatial data
• Bayesian dynamic modeling for large space-time datasets using Gaussian predictive processes
• Spatial design for knot selection in knot-based dimension reduction models
• Adaptive Gaussian predictive process models for large spatial datasets
• Improving the performance of predictive process modeling for large datasets
• Gaussian predictive process models for large spatial data sets
• Stationary process approximation for the analysis of large spatial datasets