Spatial Statistical Modeling and Prediction


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Documentation for package ‘spmodel’ version 0.3.0

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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