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Article #238Geometric Standard Deviation
From: Chad Heilig
Date: Tue, 25 Aug 1992 21:55
Date: Tue, 25 Aug 1992 21:55
27 lines
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1330 bytes
Keywords: geometric standard deviation I need to find a reference to verify the definition of the geometric standard deviation. Here is the particular problem: Given a set of numbers x_1,...,x_n, let y_i = log x_i. It can be shown that the geometric mean of the x_i is the same as exp(ybar), where ybar is the arithmetic mean of the y_i. I want to confirm that the geometric SD of the x_i is also exp(ysigmahat), where ysigmahat is the standard deviation of the y_i. I have a hunch that this is the way geometric SD is defined, but I'd happily yield to corrections. Moreover, if I am wrong, I'd like to find a link between the GSD and exp(ysimgahat). I am using this information to justify one way of estimating the GM and GSD of a lognormal distribution without having to explain MLE's and MME's. Please reply by e-mail to this account; I'll summarize the responses and re-post later. Thanks. Chad s135@stat.Berkeley.EDU
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Path: arc1-ca.pugleaf.net!sparky!uunet!cis.ohio-state.edu!pacific.mps.ohio-state.edu!linac!att!ucbvax!stat!s135 From: s135@stat.Berkeley.EDU (Chad Heilig) Newsgroups: sci.math.stat Subject: Geometric Standard Deviation Message-ID: <44651@ucbvax.BERKELEY.EDU> Date: 25 Aug 92 21:55:45 GMT Sender: nobody@ucbvax.BERKELEY.EDU Organization: Statistics Dept., U. C. Berkeley Lines: 27