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: | 1.2.8 |
| Depends: | R (≥ 3.4) |
| Imports: | ggplot2 (≥ 2.2.0), brnn (≥ 0.6), reshape2 (≥ 1.4.2), scales (≥ 0.4.1), stats, oce (≥ 1.2-0), MLmetrics (≥ 1.1.1), dplyr (≥ 0.7.0), 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), viridis (≥ 0.5.1), dplR (≥ 1.7.2) |
| Suggests: | testthat, rmarkdown |
| Published: | 2022-05-04 |
| Author: | Jernej Jevsenak [aut, cre] |
| Maintainer: | Jernej Jevsenak <jernej.jevsenak at gmail.com> |
| BugReports: | https://github.com/jernejjevsenak/dendroTools/issues |
| License: | GPL-3 |
| URL: | https://github.com/jernejjevsenak/dendroTools |
| NeedsCompilation: | no |
| Citation: | dendroTools citation info |
| Materials: | NEWS |
| CRAN checks: | dendroTools results |
| Reference manual: | dendroTools.pdf |
| Vignettes: |
Compare_different_regression_methods Examples_with_daily_climate_data |
| Package source: | dendroTools_1.2.8.tar.gz |
| Windows binaries: | r-devel: dendroTools_1.2.8.zip, r-release: dendroTools_1.2.8.zip, r-oldrel: dendroTools_1.2.8.zip |
| macOS binaries: | r-release (arm64): dendroTools_1.2.8.tgz, r-oldrel (arm64): dendroTools_1.2.8.tgz, r-release (x86_64): dendroTools_1.2.8.tgz, r-oldrel (x86_64): dendroTools_1.2.8.tgz |
| Old sources: | dendroTools archive |
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