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modifiedmk

The package is useful in implementing Non-parametric Mann-Kendall trend tests.

The package contains the following varians of Trend-Tests

  • Mann-Kendall trend test (MK)

  • Mann-Kendall trend test for Pre-Whitened series (PW-MK)

  • Mann-Kendall trend test for Trend-Free Pre-Whitened series (TFPW-MK)

  • Modified Mann-Kendall trend using Variance Correction Approach by Hamed and Rao (1998)

  • Modified Mann-Kendall trend using Variance Correction Approach by Hamed and Rao (1998) considering significant lags upto lag-3

  • Modified Mann-Kendall trend using Variance Correction Approach suggested by Yue and Wang (2004)

  • Modified Mann-Kendall trend using Variance Correction Approach suggested by Yue and Wang (2004) considering only lag-1 auto correlation coefficient

  • Spearman's Rank Correlation test

  • Trend magnitude is calculated by Sen's slope method

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Version

Install

install.packages('modifiedmk')

Monthly Downloads

498

Version

1.2.0

License

AGPL-3

Maintainer

Sandeep Kumar Patakamuri

Last Published

November 6th, 2018

Functions in modifiedmk (1.2.0)

mmkh3lag

Modified Mann-Kendall Test For Serially Correlated Data Using Hamed and Rao (1998) Variance Correction Approach Considering Only First Three Significant Lags.
tfpwmk

Mann-Kendall Test applied to Trend Free Pre-Whitened Time Series Data in Presence of Serial Correlation Using Yue and Pilon (2002) Approach.
mmkh

Modified Mann-Kendall Test For Serially Correlated Data Using Hamed and Rao (1998) Variance Correction Approach.
pwmk

Mann-Kendall Test of Pre-Whitened Time Series Data in Presence of Serial Correlation Using von Storch, H. (1995) Approach.
spear

Spearman's Rank Correlation Test
mmky

Modified Mann-Kendall Test For Serially Correlated Data Using Yue and Wang (2004) Variance Correction Approach.
mmky1lag

Modified Mann-Kendall Test For Serially Correlated Data Using Yue and Wang (2004) Variance Correction Approach Considering Lag-1 Correlation Coefficient.
bbsmK

Block bootstrapped Mann-Kendall Trend Test
bbssr

Block bootstrapped Spearman's Rank Correlation Trend Test
bcpw

Hamed (2009) Bias Corrected Prewhitening.
mkttest

Mann-Kendall Trend Test of Time series Data with out any modifications