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- From: chaas@coe.drexel.edu (Chuck Haas)
- Newsgroups: sci.math
- Subject: Re: Additional info on "trends" question
- Message-ID: <1992Aug28.175538.23418@cbis.ece.drexel.edu>
- Date: 28 Aug 92 17:55:38 GMT
- References: <l9qc0lINN568@mizar.usc.edu>
- Sender: news@cbis.ece.drexel.edu
- Organization: Drexel University
- Lines: 36
- X-Useragent: Nuntius v1.1b2
-
- Use of Mann's test for trend (see Kotz and Johnson, Ency. of
- Statistical Sciences, vol5, p 207).
-
- sort paired observations (Xi, Yi) according to X (in your case, year)
-
- compute sign(Yj-Yi) for all i<j; sign(arg) = arg/absolute value(arg)
-
- define S* = sum of sign(Yj-Yi)
-
- For large samples, S* null distribution is normal with zero mean and
- variance given by:
-
- (1/18) [n(n-1)(2n+5)- SIGMA u(u-1)(2u+5)]
-
- where n = number of observations
- u = multiplicity of ties (if two observations Y are equal,
- u=2; if three are equal
- then u=3, etc.) for each "tuple"
-
- Reject null hypothesis (i.e. trend is statistically significant) based on
- comparison
- to tables of the standard normal distribution.
-
- Comment:
- This test obviously neglects the information contained in your year
- intervals, however does not require many assumptions that exist for
- example in regression analysis.
-
- Perhaps someone else would have information on the relative power of this
- test to regression.
-
- ==============
- Charles N. Haas
- Betz Chair Professor of Environmental Engineering
- Drexel University
- Philadelphia PA
-