%0 Book Section %1 akaike_information_1998 %A Akaike, Hirotogu %B Selected Papers of Hirotugu Akaike %D 1998 %E Parzen, Emanuel %E Tanabe, Kunio %E Kitagawa, Genshiro %I Springer New York %K Chemistry Computer Earth Engineering, Physics, Probability Processes, Science, Sciences Statistics Stochastic Theory and for %P 199--213 %T Information Theory and an Extension of the Maximum Likelihood Principle %U http://link.springer.com/chapter/10.1007/978-1-4612-1694-0_15 %X In this paper it is shown that the classical maximum likelihood principle can be considered to be a method of asymptotic realization of an optimum estimate with respect to a very general information theoretic criterion. This observation shows an extension of the principle to provide answers to many practical problems of statistical model fitting. %@ 978-1-4612-7248-9 978-1-4612-1694-0

@incollection{akaike_information_1998, abstract = {In this paper it is shown that the classical maximum likelihood principle can be considered to be a method of asymptotic realization of an optimum estimate with respect to a very general information theoretic criterion. This observation shows an extension of the principle to provide answers to many practical problems of statistical model fitting.}, added-at = {2017-01-09T13:57:26.000+0100}, author = {Akaike, Hirotogu}, biburl = {https://www.bibsonomy.org/bibtex/257ea4926a03d82a3ea53e9c56d99b3bb/yourwelcome}, booktitle = {Selected {Papers} of {Hirotugu} {Akaike}}, copyright = {©1998 Springer Science+Business Media New York}, editor = {Parzen, Emanuel and Tanabe, Kunio and Kitagawa, Genshiro}, interhash = {5d12a718972344797ff1961f566a1f7e}, intrahash = {57ea4926a03d82a3ea53e9c56d99b3bb}, isbn = {978-1-4612-7248-9 978-1-4612-1694-0}, keywords = {Chemistry Computer Earth Engineering, Physics, Probability Processes, Science, Sciences Statistics Stochastic Theory and for}, language = {en}, note = {DOI: 10.1007/978-1-4612-1694-0\_15}, pages = {199--213}, publisher = {Springer New York}, series = {Springer {Series} in {Statistics}}, timestamp = {2017-01-09T14:01:11.000+0100}, title = {Information {Theory} and an {Extension} of the {Maximum} {Likelihood} {Principle}}, url = {http://link.springer.com/chapter/10.1007/978-1-4612-1694-0_15}, urldate = {2016-07-11}, year = 1998 }