Non-Parametric Trend Tests and Change-Point Detection
Bartels Test for Randomness
Buishand Range Test for Change-Point Detection
Buishand U Test for Change-Point Detection
Cox and Stuart Trend Test
Correlated Seasonal Mann-Kendall Test
Lanzante's Test for Change Point Detection
Mann-Kendall Trend Test
Multivariate (Multisite) Mann-Kendall Test
Partial Correlation Trend Test
Partial Mann-Kendall Trend Test
Pettitt's Test for Change-Point Detection
Plotting cptest-objects
Robust Rank-Order Distributional Test
Seasonal Sen's Slope
Sen's slope
Seasonal Mann-Kendall Trend Test
Standard Normal Homogeinity Test (SNHT) for Change-Point Detection
Object summaries
Wallis and Moore Phase-Frequency Test
Wald-Wolfowitz Test for Independence and Stationarity
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.