Spatial Statistical Modeling and Prediction


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Documentation for package ‘spmodel’ version 0.2.0

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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