Spatial Logistic Gaussian Process for Field Density Estimation


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Documentation for package ‘SLGP’ version 1.0.0

Help Pages

predictSLGP_cdf Predict cumulative distribution values at new locations using a SLGP model
predictSLGP_moments Predict centered or uncentered moments at new locations from a SLGP model
predictSLGP_newNode Predict densities at new covariate locations using a given SLGP model
predictSLGP_quantiles Predict quantiles from a SLGP model at new locations
retrainSLGP Retrain a fitted SLGP model with new data and/or estimation method
sampleSLGP Draw posterior predictive samples from a SLGP model
SLGP The SLGP S4 Class: Spatial Logistic Gaussian Process Model
slgp Define and can train a Spatial Logistic Gaussian Process (SLGP) model
SLGP-class The SLGP S4 Class: Spatial Logistic Gaussian Process Model