trend: Non-Parametric Trend Tests and Change-Point Detection (original) (raw)
The analysis of environmental data often requires the detection of trends and change-points. This package includes tests for trend detection (Cox-Stuart Trend Test, Mann-Kendall Trend Test, (correlated) Hirsch-Slack Test, partial Mann-Kendall Trend Test, multivariate (multisite) Mann-Kendall Trend Test, (Seasonal) Sen's slope, partial Pearson and Spearman correlation trend test), change-point detection (Lanzante's test procedures, Pettitt's test, Buishand Range Test, Buishand U Test, Standard Normal Homogeinity Test), detection of non-randomness (Wallis-Moore Phase Frequency Test, Bartels rank von Neumann's ratio test, Wald-Wolfowitz Test) and the two sample Robust Rank-Order Distributional Test.
| Version: | 1.1.6 |
|---|---|
| Depends: | R (≥ 3.0) |
| Imports: | extraDistr (≥ 1.8.0) |
| Suggests: | strucchange, Kendall, psych, datasets |
| Published: | 2023-10-10 |
| DOI: | 10.32614/CRAN.package.trend |
| Author: | Thorsten Pohlert  [aut, cre] |
| Maintainer: | Thorsten Pohlert <thorsten.pohlert at gmx.de> |
| License: | GPL-3 |
| NeedsCompilation: | yes |
| Materials: | NEWS |
| In views: | TimeSeries |
| CRAN checks: | trend results |
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