spmodel0.8.0 package

Glance at many fitted model objects

Compute AICc of fitted model objects

Compute analysis of variance and likelihood ratio tests of fitted mode...

Augment data with information from fitted model objects

Area Under Receiver Operating Characteristic Curve

Extract fitted model coefficients

Confidence intervals for fitted model parameters

Compute Cook's distance

Create a covariance matrix

Fitted model deviance

Create a dispersion parameter initial object

Extract the model matrix from a fitted model object

Create a dispersion parameter object

Compute the empirical semivariogram

Extract model fitted values

Model formulae

Glance at a fitted model object

Compute leverage (hat) values

Regression diagnostics

Find labels from object

Extract log-likelihood

Perform leave-one-out cross validation

Extract the model frame from a fitted model object

Plot fitted model diagnostics

Model predictions (Kriging)

Print values

Compute a pseudo r-squared

Create a random effects covariance parameter initial object

Create a random effects covariance parameter object

Objects exported from other packages

Extract fitted model residuals

Fit spatial autoregressive models

Fit random forest spatial residual models

Create a spatial covariance parameter initial object

Create a spatial covariance parameter object

Fit spatial generalized autoregressive models

Fit spatial generalized linear models

Fit spatial linear models

Fit random forest spatial residual models

spmodel: Spatial Statistical Modeling and Prediction

Simulate a spatial beta random variable

Simulate a spatial binomial random variable

Simulate a spatial gamma random variable

Simulate a spatial inverse gaussian random variable

Simulate a spatial negative binomial random variable

Simulate a spatial normal (Gaussian) random variable

Simulate a spatial Poisson random variable

Summarize a fitted model object

Tidy a fitted model object

Variability component comparison

Calculate variance-covariance matrix for a fitted model object