distribution.free.CUSUM: Distribution Free CUSUM (non-parametric test for step jump in...

In climtrends: Statistical Methods for Climate Sciences

Description

DistributionFreeCUSUM returns the result of the Distribution Free CUSUM (non-parametric test for step jump in mean) applied to a time series.

Usage

DistributionFreeCUSUM(dataSeries)

Arguments

dataSeries

vector with climate data

Value

The result of the Distribution Free CUSUM test.

Author(s)

Jose Gama

Source

Chiew F. and Siriwardena L., 2005 CRC for Catchment Hydrology Trend 1.0.2 User Guide, chapter 4.2.11 Rank Difference Test, pp. 21 http://www.toolkit.net.au/Tools/TREND/documentation

Kundzewicz, Z.W. and Robson, A., 2000 Detecting Trend and Other Changes in Hydrological Data. World Climate Program - Water, WMO/UNESCO, WCDMP-45, WMO/TD 1013, Geneva, 157 pp.

Grayson, R.B., Argent, R.M., Nathan, R.J., McMahon, T.A. and Mein, R., 1996 Hydrological Recipes: Estimation Techniques in Australian Hydrology. Cooperative Research Centre for Catchment Hydrology, Australia, 125 pp.

References

Chiew F. and Siriwardena L., 2005 CRC for Catchment Hydrology Trend 1.0.2 User Guide, chapter 4.2.11 Rank Difference Test, pp. 21 http://www.toolkit.net.au/Tools/TREND/documentation

Kundzewicz, Z.W. and Robson, A., 2000 Detecting Trend and Other Changes in Hydrological Data. World Climate Program - Water, WMO/UNESCO, WCDMP-45, WMO/TD 1013, Geneva, 157 pp.

Grayson, R.B., Argent, R.M., Nathan, R.J., McMahon, T.A. and Mein, R., 1996 Hydrological Recipes: Estimation Techniques in Australian Hydrology. Cooperative Research Centre for Catchment Hydrology, Australia, 125 pp.

Examples

# Distribution Free CUSUM for Turin 1961-2003
testTurin<- DistributionFreeCUSUM(yearly.average.temperature.Turin.Milan[,2])

# Distribution Free CUSUM for Milan 1961-2003
testMilan<- DistributionFreeCUSUM(yearly.average.temperature.Turin.Milan[,3])

Example output

climtrends documentation built on May 29, 2017, 11:58 p.m.