Covariate-Based Covariance Functions for Nonstationary Spatial Modeling

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Documentation for package ‘cocons’ version 0.1.2

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

Help Pages

cocons-package	Covariate-based Covariance Functions for Nonstationary Gaussian Processes
coco	Creates a coco S4 object
coco-class	An S4 class to store information
cocons	Covariate-based Covariance Functions for Nonstationary Gaussian Processes
cocoOptim	Optimizer of nonstationary spatial models
cocoPredict	Prediction routines for nonstationary spatial models
cocoSim	Marginal and conditional simulation of nonstationary Gaussian process
cov_rns	Dense covariance function (difference parameterization)
cov_rns_classic	Dense covariance function (classic parameterization)
cov_rns_pred	Dense covariance function
cov_rns_taper	Sparse covariance function
cov_rns_taper_pred	Sparse covariance function
getAIC	Retrieve AIC
getBIC	Retrieve BIC
getBoundaries	Simple build of boundaries
getBoundariesV2	Simple build of boundaries (v2)
getBoundariesV3	Simple build of boundaries (v3)
getCIs	Compute Confidence Intervals for a coco object
getCondNumber	Condition number for (fitted) coco objects
getCovMatrix	Covariance matrix for "coco" class
getCRPS	Based on a set of predictions retrieves the Logrank
getDesignMatrix	Create an efficient design matrix based on a list of aspect models
getEstims	Retrieve estimates from a fitted coco object
getHessian	getHessian
getLoglik	Retrieve the loglikelihood value
getLogScore	Computes the Log-Score
getModelLists	Builds the necessary input for building covariance matrices
getModHess	Retrieves the modified inverse of the hessian
GetNeg2loglikelihood	GetNeg2loglikelihood
GetNeg2loglikelihoodProfile	GetNeg2loglikelihoodProfile
GetNeg2loglikelihoodTaper	GetNeg2loglikelihoodTaper
GetNeg2loglikelihoodTaperProfile	GetNeg2loglikelihoodTaperProfile
getPen	Returns the penalization term
getScale	Fast and simple standardization for the design matrix.
getSpatEffects	Computes the spatially-varying functions from a coco object
getTrend	Computes the spatial trend of a (fitted) coco object
holes	Holes Data Set
is.formula	check whether an object belongs to a formula class
plot-method	Plot Method for Coco Class
plotOptimInfo	Plot log info detailed
print	Print Method for Coco Class
print-method	Print Method for Coco Class
show	Show Method for Coco Class
show-method	Show Method for Coco Class
stripes	Stripes Data Set