Item description for Akaike Information Criterion Statistics (Mathematics and its Applications) by Y. Sakamoto, Masato Ishiguro & G. Kitagawa...
Akaike Information Criterion Statistics (Mathematics and its Applications) by Y. Sakamoto
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Est. Packaging Dimensions: Length: 9.3" Width: 6.3" Height: 0.9" Weight: 1.3 lbs.
Release Date Dec 31, 1999
ISBN 9027722536 ISBN13 9789027722539
Availability 54 units. Availability accurate as of Jan 16, 2017 08:00.
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More About Y. Sakamoto, Masato Ishiguro & G. Kitagawa
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Every Statistician Knows The Acronym, Few Can Define It Oct 10, 2007
A very interesting overview of the AIC. Most methods of evaluating error are based very specifically on the model involved. Akaike's genius was to use results arising from Information Theory in an attempt to present a unified theory of error evaluations based on information entropy and the log likelihood function. Getting a good grounding on the math behind calculating the AIC is worth the effort ...