Bruce D Cook

Latest

• Conjugate Nearest Neighbor Gaussian Process Models for Efficient Statistical Interpolation of Large Spatial Data
• Efficient algorithms for Bayesian nearest neighbor Gaussian processes
• Geostatistical estimation of forest biomass in interior Alaska combining Landsat-derived tree cover, sampled airborne lidar and field observations
• Spatial Factor Models for High-Dimensional and Large Spatial Data: An Application in Forest Variable Mapping
• Joint hierarchical models for sparsely sampled high-dimensional LiDAR and forest variables
• Modeling forest biomass and growth: Coupling long-term inventory and LiDAR data
• Bayesian hierarchical models for spatially misaligned data in R
• Dynamic spatial regression models for space-varying forest stand tables
• Hierarchical Bayesian spatial models for predicting multiple forest variables using waveform LiDAR, hyperspectral imagery, and large inventory datasets
• Multivariate spatial regression models for predicting individual tree structure variables using LiDAR data