CRAN/E | dendroTools

dendroTools

Linear and Nonlinear Methods for Analyzing Daily and Monthly Dendroclimatological Data

Installation

About

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.

Citation dendroTools citation info
github.com/jernejjevsenak/dendroTools
Bug report File report

Key Metrics

Version 1.2.11
R ≥ 3.4
Published 2024-01-25 63 days ago
Needs compilation? no
License GPL-3
CRAN checks dendroTools results

Downloads

Yesterday 73 +508%
Last 7 days 226 +55%
Last 30 days 736 -8%
Last 90 days 2.393 +27%
Last 365 days 8.419 +16%

Maintainer

Maintainer

Jernej Jevsenak

jernej.jevsenak@gmail.com

Authors

Jernej Jevsenak

aut / cre

Material

NEWS
Reference manual
Package source

Vignettes

Compare_different_regression_methods
Examples_with_daily_climate_data

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

dendroTools archive

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

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