dendroTools: Linear and Nonlinear Methods for Analyzing Daily and Monthly Dendroclimatological Data

Provides novel dendroclimatological methods, primarily used by the Tree-ring research community. There are four core functions. The first one is daily_response(), which finds the optimal sequence of days that are related to one or more tree-ring proxy records. Similar function is daily_response_seascorr(), which implements partial correlations in the analysis of daily response functions. For the enthusiast of monthly data, there is monthly_response() function. The last core function is compare_methods(), which effectively compares several linear and nonlinear regression algorithms on the task of climate reconstruction.

Version: 1.0.6
Depends: R (≥ 3.4)
Imports: ggplot2 (≥ 2.2.0), brnn (≥ 0.6), reshape2 (≥ 1.4.2), scales (≥ 0.4.1), stats, oce (≥ 0.9-21), MLmetrics (≥ 1.1.1), dplyr (≥ 0.7.0), gridExtra (≥ 2.2.1), knitr (≥ 1.19), magrittr (≥ 1.5), plotly (≥ 4.7.1), randomForest (≥ 4.6-14), Cubist (≥ 0.2.2), lubridate (≥ 1.7.4), psych (≥ 1.8.3.3), boot (≥ 1.3-22)
Suggests: testthat, dplR, rmarkdown
Published: 2019-07-20
Author: Jernej Jevsenak [aut, cre]
Maintainer: Jernej Jevsenak <jernej.jevsenak at gmail.com>
BugReports: http://github.com/jernejjevsenak/dendroTools/issues
License: GPL-3
URL: http://github.com/jernejjevsenak/dendroTools
NeedsCompilation: no
Citation: dendroTools citation info
Materials: NEWS
CRAN checks: dendroTools results

Downloads:

Reference manual: dendroTools.pdf
Vignettes: Examples of the daily_response
compare_methods vignette
Package source: dendroTools_1.0.6.tar.gz
Windows binaries: r-devel: dendroTools_1.0.6.zip, r-devel-gcc8: dendroTools_1.0.6.zip, r-release: dendroTools_1.0.6.zip, r-oldrel: dendroTools_1.0.6.zip
OS X binaries: r-release: dendroTools_1.0.6.tgz, r-oldrel: dendroTools_1.0.6.tgz
Old sources: dendroTools archive

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