# Spatial Logistic Gaussian Process for Field Density Estimation

## Documentation for package ‘SLGP’ version 1.1.0

- DESCRIPTION file
- User guides, package vignettes and other documentation

## Help Pages

SLGP-package | SLGP: A package for spatially dependent probability distributions
coef-method | Extract the coefficient draws of an SLGP model
formula-method | Model formula of an SLGP object
nobs-method | Number of observations used to fit an SLGP model
plot-method | Plot the estimated density field of an SLGP model
predict-method | Predict from a fitted SLGP model
predictSLGP_cdf | Predict cumulative distribution values at new locations using a SLGP model
predictSLGP_moments | Predict conditional moments
predictSLGP_newNode | Predict densities at new covariate locations using a given SLGP model
predictSLGP_quantiles | Predict conditional quantiles
print-method | Print a brief description of an SLGP model
print.summary.SLGP | Print method for SLGP summaries
retrainSLGP | Refit an SLGP model
sampleSLGP | Draw conditional samples
show-method | Print a brief description of an SLGP model
simulate-method | Simulate responses from a fitted SLGP model
SLGP | The SLGP S4 Class: Spatial Logistic Gaussian Process Model
slgp | Fit a Spatial Logistic Gaussian Process model
SLGP-class | The SLGP S4 Class: Spatial Logistic Gaussian Process Model
summary-method | Summarise a fitted SLGP model
update-method | Re-fit an SLGP model under a new method or with new data