Package: cocons 0.1.3

Federico Blasi

cocons: Covariate-Based Covariance Functions for Nonstationary Spatial Modeling

Estimation and prediction of nonstationary Gaussian process with modular covariate-based covariance functions. A sparse-induced version of the nonstationary covariance function is provided to speed up computations for large datasets.

Authors:Federico Blasi [aut, cre], Reinhard Furrer [ctb]

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NEWS

Peer review:

Bug tracker:https://github.com/blasif/cocons/issues

On CRAN:

covariance-estimationcovariance-matrixcppestimationgaussian-processeslarge-datasetnonstationarityoptimizationprediction

36 exports 2 stars 1.54 score 13 dependencies 1 scripts 424 downloads

Last updated 23 hours agofrom:f076e07719. Checks:OK: 1 WARNING: 8. Indexed: yes.

Exports:cocococoOptimcocoPredictcocoSimcov_rnscov_rns_classiccov_rns_predcov_rns_tapercov_rns_taper_predgetAICgetBICgetBoundariesgetBoundariesV2getBoundariesV3getCIsgetCondNumbergetCovMatrixgetCRPSgetDesignMatrixgetEstimsgetHessiangetLoglikgetLogScoregetModelListsgetModHessGetNeg2loglikelihoodGetNeg2loglikelihoodProfileGetNeg2loglikelihoodTaperGetNeg2loglikelihoodTaperProfilegetScalegetSpatEffectsgetTrendis.formulaplotplotOptimInfosummary

Dependencies:BHdotCall64evaluatefieldshighrknitrmapsoptimParallelRcppspamviridisLitexfunyaml