Non-Parametric Trend Tests and Change-Point Detection
Description
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.