Spatial Statistical Modeling and Prediction

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Documentation for package ‘spmodel’ version 0.2.0

• DESCRIPTION file.
• User guides, package vignettes and other documentation.

Help Pages

AIC.spmod	Compute AIC and AICc of fitted model objects
AICc	Compute AIC and AICc of fitted model objects
AICc.spmod	Compute AIC and AICc of fitted model objects
anova.spmod	Compute analysis of variance and likelihood ratio tests of fitted model objects
augment.spmod	Augment data with information from fitted model objects
caribou	A caribou forage experiment
coef.spmod	Extract fitted model coefficients
coefficients.spmod	Extract fitted model coefficients
confint.spmod	Confidence intervals for fitted model parameters
cooks.distance.spmod	Compute Cook's distance
covmatrix	Create a covariance matrix
deviance.spmod	Fitted model deviance
esv	Compute the empirical semivariogram
fitted.spmod	Extract model fitted values
fitted.values.spmod	Extract model fitted values
formula.spmod	Model formulae
glance.spmod	Glance at a fitted model object
glances	Glance at many fitted model objects
hatvalues.spmod	Compute leverage (hat) values
influence.spmod	Regression diagnostics
labels.spmod	Find labels from object
logLik.spmod	Extract log-likelihood
loocv	Perform leave-one-out cross validation
loocv.spmod	Perform leave-one-out cross validation
model.frame.spmod	Extract the model frame from a fitted model object
model.matrix.spmod	Extract the model matrix from a fitted model object
moss	Heavy metals in mosses near a mining road in Alaska, USA
plot.spmod	Plot fitted model diagnostics
predict.spmod	Model predictions (Kriging)
predict.spmodRF	Random forest spatial residual model predictions (random forest regression Kriging)
predict.spmodRF_list	Random forest spatial residual model predictions (random forest regression Kriging)
predict.spmod_list	Model predictions (Kriging)
print.anova.spmod	Print values
print.spmod	Print values
print.summary.spmod	Print values
pseudoR2	Compute a pseudo r-squared
pseudoR2.spmod	Compute a pseudo r-squared
randcov_initial	Create a random effects covariance parameter initial object
randcov_params	Create a random effects covariance parameter object
resid.spmod	Extract fitted model residuals
residuals.spmod	Extract fitted model residuals
rstandard.spmod	Extract fitted model residuals
seal	Estimated harbor-seal trends from abundance data in southeast Alaska, USA
spautor	Fit spatial autoregressive models
spautorRF	Fit random forest spatial residual models
spcov_initial	Create a spatial covariance parameter initial object
spcov_params	Create a spatial covariance parameter object
splm	Fit spatial linear models
splmRF	Fit random forest spatial residual models
sprnorm	Simulate a spatial normal (Gaussian) random variable
sprnorm.car	Simulate a spatial normal (Gaussian) random variable
sprnorm.exponential	Simulate a spatial normal (Gaussian) random variable
sprnorm.none	Simulate a spatial normal (Gaussian) random variable
sulfate	Sulfate atmospheric deposition in the conterminous USA
sulfate_preds	Locations at which to predict sulfate atmospheric deposition in the conterminous USA
summary.spmod	Summarize a fitted model object
tidy.anova.spmod	Compute analysis of variance and likelihood ratio tests of fitted model objects
tidy.spmod	Tidy a fitted model object
vcov.spmod	Calculate variance-covariance matrix for a fitted model object