Innovative Trend Analysis and Time-Series Change Point Analysis

Innovative Trend Analysis is a graphical method to examine the trends in time series data. Sequential Mann-Kendall test uses the intersection of prograde and retrograde series to indicate the possible change point in time series data. Distribution free cumulative sum charts indicate location and significance of the change point in time series. Zekai, S. (2011). . Grayson, R. B. et al. (1996). Hydrological Recipes: Estimation Techniques in Australian Hydrology. Cooperative Research Centre for Catchment Hydrology, Australia, p. 125. Sneyers, S. (1990). On the statistical analysis of series of observations. Technical note no 5 143, WMO No 725 415. Secretariat of the World Meteorological Organization, Geneva, 192 pp.


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install.packages("trendchange")

0.1.0 by Sandeep Kumar Patakamuri, a month ago


Browse source code at https://github.com/cran/trendchange


Authors: Sandeep Kumar Patakamuri <[email protected]>


Documentation:   PDF Manual  


GPL-3 license


Suggests testthat, knitr, rmarkdown, covr


See at CRAN