[Corpora-List] variant log likelihood calculations
Don Hardy
Don.Hardy at Colostate.edu
Wed Dec 15 02:24:00 CET 2004
In responses to my question about the exact equivalence of the log
likelihood calculations in Dunning (1993) and Rayson and Garside (2000),
I've been asked what "a" and "b" refer to in the Rayson and Garside
article.
As I understand it, "a" and "b" are the values for the cells in the first
row, "freq of word." The calculation is LL=2*((a*log(a/E1)) +
(b*log(b/E2))), where E1 = expected value of "a" and E2 = expected value of
"b". E1 = c*(a+b)/N and E2 = d*(a+b)/N. "c" is the sum of the cells in
column 1. "d" is the sum of the cells in column 2. N is the total number of
words.
Apologies to Rayson and Garside and Dunning for any possible inaccuracies in
these summaries.
And, thanks for the responses.
Best,
Don
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