Covariate-Based Covariance Functions for Nonstationary Gaussian Processes

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Documentation for package ‘cocons’ version 0.1

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

Help Pages

cocons-package	Covariate-based Covariance Functions for Nonstationary Gaussian Processes
coco	coco Class
coco-class	An S4 class to store information
cocons	Covariate-based Covariance Functions for Nonstationary Gaussian Processes
cocoOptim	Optimizer for object class coco
cocoPredict	Prediction for object class coco
cocoSim	Marginal simulation of Gaussian processes with nonstationary covariance function
cov_rns	Dense covariance function (difference parameterization)
cov_rns_classic	Dense covariance function (classic parameterization)
cov_rns_pred	Dense covariance function
cov_rns_taper_optimized_predict_range	Sparse covariance function
cov_rns_taper_optimized_range	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 an coco object
getCondNumber	Computes the condition number of the associated correlation matrix of the fitted coco object
getCovMatrix	Covariance matrix from a fitted coco object
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
getLogRank	Based on a set of predictions retrieves the Logrank
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
getScale	Fast and simple standardization for the design matrix
getSpatEffects	Retrieves the estimated spatial effects of the spatial structure
getTrend	Computes the trend of the 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