# Spatial Statistical Modeling and Prediction

## Documentation for package ‘spmodel’ version 0.3.0

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

## Help Pages

A C D E F G H I L M P R S T V

## -- A --

AIC.spautor | Compute AIC and AICc of fitted model objects
AIC.splm | Compute AIC and AICc of fitted model objects
AIC.spmodel | Compute AIC and AICc of fitted model objects
AICc | Compute AIC and AICc of fitted model objects
AICc.spautor | Compute AIC and AICc of fitted model objects
AICc.splm | Compute AIC and AICc of fitted model objects
anova.spautor | Compute analysis of variance and likelihood ratio tests of fitted model objects
anova.splm | Compute analysis of variance and likelihood ratio tests of fitted model objects
anova.spmodel | Compute analysis of variance and likelihood ratio tests of fitted model objects
augment.spautor | Augment data with information from fitted model objects
augment.splm | Augment data with information from fitted model objects
augment.spmodel | Augment data with information from fitted model objects

## -- C --

caribou | A caribou forage experiment
coef.spautor | Extract fitted model coefficients
coef.splm | Extract fitted model coefficients
coef.spmodel | Extract fitted model coefficients
coefficients.spautor | Extract fitted model coefficients
coefficients.splm | Extract fitted model coefficients
confint.spautor | Confidence intervals for fitted model parameters
confint.splm | Confidence intervals for fitted model parameters
confint.spmodel | Confidence intervals for fitted model parameters
cooks.distance.spautor | Compute Cook's distance
cooks.distance.splm | Compute Cook's distance
cooks.distance.spmodel | Compute Cook's distance
covmatrix | Create a covariance matrix

## -- D --

deviance.spautor | Fitted model deviance
deviance.splm | Fitted model deviance
deviance.spmodel | Fitted model deviance

## -- E --

esv | Compute the empirical semivariogram

## -- F --

fitted.spautor | Extract model fitted values
fitted.splm | Extract model fitted values
fitted.spmodel | Extract model fitted values
fitted.values.spautor | Extract model fitted values
fitted.values.splm | Extract model fitted values
formula.spautor | Model formulae
formula.splm | Model formulae
formula.spmodel | Model formulae

## -- G --

glance.spautor | Glance at a fitted model object
glance.splm | Glance at a fitted model object
glance.spmodel | Glance at a fitted model object
glances | Glance at many fitted model objects

## -- H --

hatvalues.spautor | Compute leverage (hat) values
hatvalues.splm | Compute leverage (hat) values
hatvalues.spmodel | Compute leverage (hat) values

## -- I --

influence.spautor | Regression diagnostics
influence.splm | Regression diagnostics
influence.spmodel | Regression diagnostics

## -- L --

labels.spautor | Find labels from object
labels.splm | Find labels from object
labels.spmodel | Find labels from object
logLik.spautor | Extract log-likelihood
logLik.splm | Extract log-likelihood
logLik.spmodel | Extract log-likelihood
loocv | Perform leave-one-out cross validation
loocv.splm | Perform leave-one-out cross validation

## -- M --

model.frame.spautor | Extract the model frame from a fitted model object
model.frame.splm | Extract the model frame from a fitted model object
model.frame.spmodel | Extract the model frame from a fitted model object
model.matrix.spautor | Extract the model matrix from a fitted model object
model.matrix.splm | Extract the model matrix from a fitted model object
model.matrix.spmodel | Extract the model matrix from a fitted model object
moss | Heavy metals in mosses near a mining road in Alaska, USA

## -- P --

plot.spautor | Plot fitted model diagnostics
plot.splm | Plot fitted model diagnostics
plot.spmodel | Plot fitted model diagnostics
predict.spautor | Model predictions (Kriging)
predict.spautorRF | Model predictions (Kriging)
predict.spautorRF_list | Model predictions (Kriging)
predict.spautor_list | Model predictions (Kriging)
predict.splm | Model predictions (Kriging)
predict.splmRF | Model predictions (Kriging)
predict.splmRF_list | Model predictions (Kriging)
predict.splm_list | Model predictions (Kriging)
predict.spmodel | Model predictions (Kriging)
print.anova.spautor | Print values
print.anova.splm | Print values
print.spautor | Print values
print.splm | Print values
print.spmodel | Print values
print.summary.spautor | Print values
print.summary.splm | Print values
pseudoR2 | Compute a pseudo r-squared
pseudoR2.spautor | Compute a pseudo r-squared
pseudoR2.splm | Compute a pseudo r-squared

## -- R --

randcov_initial | Create a random effects covariance parameter initial object
randcov_params | Create a random effects covariance parameter object
resid.spautor | Extract fitted model residuals
resid.splm | Extract fitted model residuals
residuals.spautor | Extract fitted model residuals
residuals.splm | Extract fitted model residuals
residuals.spmodel | Extract fitted model residuals
rstandard.spautor | Extract fitted model residuals
rstandard.splm | Extract fitted model residuals

## -- S --

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.spautor | Summarize a fitted model object
summary.splm | Summarize a fitted model object
summary.spmodel | Summarize a fitted model object

## -- T --

tidy.anova.spautor | Compute analysis of variance and likelihood ratio tests of fitted model objects
tidy.anova.splm | Compute analysis of variance and likelihood ratio tests of fitted model objects
tidy.spautor | Tidy a fitted model object
tidy.splm | Tidy a fitted model object
tidy.spmodel | Tidy a fitted model object

## -- V --

varcomp | Variability component comparison
varcomp.spautor | Variability component comparison
varcomp.splm | Variability component comparison
vcov.spautor | Calculate variance-covariance matrix for a fitted model object
vcov.splm | Calculate variance-covariance matrix for a fitted model object
vcov.spmodel | Calculate variance-covariance matrix for a fitted model object