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DESCRIPTION
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DESCRIPTION
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Package: fxTWAPLS
Title: An Improved Version of WA-PLS
Version: 0.1.3
Authors@R: c(
person(given = "Mengmeng",
family = "Liu",
role = c("aut"),
email = "[email protected]",
comment = c(ORCID = "0000-0001-6250-0148")),
person(given = "Iain Colin",
family = "Prentice",
role = "aut",
email = "[email protected]",
comment = c(ORCID = "0000-0002-1296-6764")),
person(given = "Cajo J. F.",
family = "ter Braak",
role = "aut",
email = "[email protected]",
comment = c(ORCID = "0000-0002-0414-8745")),
person(given = "Sandy P.",
family = "Harrison",
role = "aut",
email = "[email protected]",
comment = c(ORCID = "0000-0001-5687-1903")),
person(given = "Roberto",
family = "Villegas-Diaz",
role = c("aut", "cre"),
email = "[email protected]",
comment = c(ORCID = "0000-0001-5036-8661")),
person("SPECIAL Research Group @ University of Reading", role = c("cph")))
Description: The goal of this package is to provide an improved version of
WA-PLS (Weighted Averaging Partial Least Squares) by including the
tolerances of taxa and the frequency of the sampled climate variable.
This package also provides a way of leave-out cross-validation that
removes both the test site and sites that are both geographically
close and climatically close for each cycle, to avoid the risk of
pseudo-replication.
License: GPL-3
Encoding: UTF-8
URL: https://github.com/special-uor/fxTWAPLS/,
https://special-uor.github.io/fxTWAPLS/,
https://research.reading.ac.uk/palaeoclimate/
BugReports: https://github.com/special-uor/fxTWAPLS/issues/
Imports:
doFuture,
foreach,
future,
geosphere,
ggplot2,
JOPS,
MASS,
parallel,
progressr
Suggests:
magrittr,
progress,
scales,
tictoc
Depends:
R (>= 3.6)
Roxygen: list(markdown = TRUE)
RoxygenNote: 7.3.1
Language: en-GB