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DESCRIPTION
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DESCRIPTION
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Package: DiffOp
Version: 1.0.0
Date: 2023-07-21
Title: Nonstationary Spatial Cross-Covariance Functions Based
on the Differential Operators Approach in 3D
Description: An R package that implements a flexible multivariate
nonstationary cross-covariance function model based on the differential
operators approach defined in 3-dimensional (3D) space. A defining
feature of the model is that it can accommodate nonstationarity in the
variances, colocated correlations, and other spatial features of a
multivariate Gaussian random field, and is particularly flexible along
the vertical dimension. With the implemented cross-covariance function
model, users can simulate synthetic multivariate Gaussian random fields.
Inference for model parameters is done via maximum likelihood estimation.
Predictions at locations with no observations can also be performed.
Authors@R: c(person("Mary Lai", "Salvana", role=c("aut", "cre"),
email="yourlainess@gmail.com", comment=c(ORCID = "0000-0003-4868-7713")),
person("Mikyoung", "Jun", role=c("aut"),
email="mjun@central.uh.edu"))
Author: Mary Lai Salvana [aut, cre] (<https://orcid.org/0000-0003-4868-7713>),
Mikyoung Jun [aut]
Maintainer: Mary Lai Salvana <yourlainess@gmail.com>
Depends:
R (>= 2.15.0)
Imports:
stats,
pracma
Suggests:
MASS,
dplyr,
testthat,
devtools,
roxygen2
License: GPL-3
URL: https://github.com/marysalvana/DiffOp
BugReports: https://github.com/marysalvana/DiffOp/issues
Encoding: UTF-8
ByteCompile: true
LazyData: true
RoxygenNote: 7.2.3
Roxygen: list(markdown=TRUE)