Package index

Model fitting

spNNGP()

Function for Fitting Univariate Bayesian Spatial Regression Models

spConjNNGP()

Function for Fitting Univariate Bayesian Conjugate Spatial Regression Models

PGLogit()

Function for Fitting Logistic Models using Polya-Gamma Latent Variables

Diagnostics and methods

spDiag()

Model fit diagnostics

predict(<NNGP>)

Function for prediction at new locations using NNGP models.

summary(<NNGP>) print(<NNGP>) print(<predict.NNGP>)

Methods for NNGP and Derived Objects

summary(<PGLogit>) print(<PGLogit>)

Methods for PGLogit Object

print(<spDiag>)

Methods for spDiag Object

Data

BCEF

Forest Canopy Height from NASA Goddard's LiDAR Hyperspectral and Thermal (G-LiHT) over Bonanza Creek Experimental Forest

MI_TSCA

Occurrence of Tsuga canadensis (Eastern hemlock) in Michigan