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Selected Papers of Hirotugu Akaike (Paperback, Softcover reprint of the original 1st ed. 1998)
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Selected Papers of Hirotugu Akaike (Paperback, Softcover reprint of the original 1st ed. 1998)
Series: Springer Series in Statistics
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The pioneering research of Hirotugu Akaike has an international
reputation for profoundly affecting how data and time series are
analyzed and modelled and is highly regarded by the statistical and
technological communities of Japan and the world. His 1974 paper "A
new look at the statistical model identification" (IEEE Trans
Automatic Control, AC-19, 716-723) is one of the most frequently
cited papers in the area of engineering, technology, and applied
sciences (according to a 1981 Citation Classic of the Institute of
Scientific Information). It introduced the broad scientific
community to model identification using the methods of Akaike's
criterion AIC. The AIC method is cited and applied in almost every
area of physical and social science. The best way to learn about
the seminal ideas of pioneering researchers is to read their
original papers. This book reprints 29 papers of Akaike's more than
140 papers. This book of papers by Akaike is a tribute to his
outstanding career and a service to provide students and
researchers with access to Akaike's innovative and influential
ideas and applications. To provide a commentary on the career of
Akaike, the motivations of his ideas, and his many remarkable
honors and prizes, this book reprints "A Conversation with Hirotugu
Akaike" by David F. Findley and Emanuel Parzen, published in 1995
in the journal Statistical Science. This survey of Akaike's career
provides each of us with a role model for how to have an impact on
society by stimulating applied researchers to implement new
statistical methods.
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