WorldCat Identities

Akaike, Hirotsugu 1927-2009

Overview
Works: 45 works in 142 publications in 2 languages and 888 library holdings
Roles: Author, Editor, Other, Honoree
Classifications: QA280, 519.55
Publication Timeline
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Most widely held works by Hirotsugu Akaike
The practice of time series analysis by Hirotsugu Akaike( Book )

11 editions published between 1998 and 1999 in English and held by 221 WorldCat member libraries worldwide

This book presents a collection of applied papers on time series that have not appeared in English. The applications are primarily to engineering and the physical sciences
Statistical analysis and control of dynamic systems by Hirotsugu Akaike( Book )

9 editions published in 1988 in English and held by 183 WorldCat member libraries worldwide

Selected papers of Hirotugu Akaike by Hirotsugu Akaike( Book )

8 editions published in 1998 in English and held by 164 WorldCat member libraries worldwide

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" is one of the most frequently cited papers in the area of engineering, technology, and applied sciences. 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. The slected papers are divided into six groups, represent successive phases of Akaike's research interests during his more than 40 years of work at the prestigious Institute of Statistical Mathematical in Tokyo
ARdock, an auto-regressive model analyzer by M Ishiguro( Book )

9 editions published in 1999 in English and held by 50 WorldCat member libraries worldwide

DALL : Davidonʼs algorithm for log likelihood maximization : a FORTRAN subroutine for statistical model builders by M Ishiguro( Book )

10 editions published in 1989 in English and held by 44 WorldCat member libraries worldwide

TIMSAC-84 by Hirotsugu Akaike( Book )

8 editions published in 1985 in English and held by 43 WorldCat member libraries worldwide

TIMSAC-78 by Hirotsugu Akaike( Book )

8 editions published between 1979 and 1988 in English and Undetermined and held by 13 WorldCat member libraries worldwide

Dainamikku shisutemu no tokeiteki kaiseki to seigyo by Hirotsugu Akaike( Book )

4 editions published between 1972 and 2000 in Japanese and held by 10 WorldCat member libraries worldwide

TIMSAC-74, a time series analysis and control program package (1) by Hirotsugu Akaike( Book )

5 editions published between 1975 and 1989 in English and held by 9 WorldCat member libraries worldwide

BAYSEA, a Bayesian seasonal adjustment program by Hirotsugu Akaike( Book )

3 editions published in 1980 in English and held by 8 WorldCat member libraries worldwide

TIMSAC-84 by Hirotsugu Akaike( Book )

4 editions published in 1985 in English and held by 7 WorldCat member libraries worldwide

GALTHY, a probability density estimator by Hirotsugu Akaike( Book )

2 editions published in 1978 in English and held by 7 WorldCat member libraries worldwide

Akaike jōhōryō kijun AIC = Akaike information criterion AIC : Moderingu yosoku chishiki hakken( Book )

2 editions published in 2007 in Japanese and held by 5 WorldCat member libraries worldwide

TIMSAC-84 by Hirotsugu Akaike( Book )

3 editions published in 1985 in English and held by 5 WorldCat member libraries worldwide

Prediction and Entropy by Hirotsugu Akaike( Book )

4 editions published between 1982 and 1983 in English and held by 4 WorldCat member libraries worldwide

The emergence of the magic number 2 in recent statistical literature is explained by adopting the predictive point of view of statistics with entropy as the basic criterion of the goodness of a fitted model. The historical development of the concept of entropy is reviewed and its relation to statistics is explained by examples. The importance of the entropy maximization principle as the basis of the unification of conventional and Bayesian statistics is discussed. (Author)
Kagaku no naka no tokeigaku( Book )

3 editions published in 1987 in Japanese and held by 4 WorldCat member libraries worldwide

On Minimum Information Prior Distributions by Hirotsugu Akaike( Book )

4 editions published between 1982 and 1983 in English and held by 4 WorldCat member libraries worldwide

An explicit formulation of the concept of non-informative prior distribution over a finite number of possibilities is given. Numerical examples show that the formulation leads to non-trivial results. An information inequality is established to assure the validity of numerical results. The relation of the present work to other works on the same subject is briefly discussed. (Author)
The Selection of Smoothness Priors for Distributed Lag Estimation by Hirotsugu Akaike( Book )

3 editions published in 1982 in English and held by 3 WorldCat member libraries worldwide

In the application of Shiller's smoothness prior for distributed lag estimation the main difficulty is the selection of hyperparameters of the prior distribution. In this paper the use of a maximum likelihood procedure is proposed for this purpose and its performance is demonstrated by numerical examples
Smoothness priors and the distributed lag estimator by Hirotsugu Akaike( Book )

4 editions published in 1979 in English and held by 3 WorldCat member libraries worldwide

Shiller's distributed lag estimator based on a smoothness prior demonstrates the potential of the Bayesian approach to statistical model building. Nevertheless, when the number of significant lag coefficients is small the assumption of smoothness of the pattern of the lag coefficients may not be appropriate. In this paper, to cover such a situation, the smoothness is assumed for the behavior of the coefficients viewed in the frequency domain. This definition leads to a smoothness prior with a particularly simple form. Numerical result shows that the estimator based on this smoothness prior produces good estimates of the lag coefficients where Shiller's prior produces highly biased estimates. It is also observed that the new estimator produces reasonable results even when the Shiller's prior is more appropriate. The danger of introducing a bias by assuming a Bayesian model is stressed in the discussion. (Author)
TIMSAC eighty-four( Book )

1 edition published in 1985 in Undetermined and held by 3 WorldCat member libraries worldwide

 
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The practice of time series analysis
Alternative Names
Akaike, H. 1927-

Akaike, H. 1927-2009

Akaike, H. (Hirotsugu), 1927-2009

Akaike, H. (Hirotugu)

Akaike, Hirotsugu

Akaike Hirotsugu 1927-

Akaike, Hirotsugu 1927-2009

Akaike, Hirotugu

Akaike, Hirotugu 1927-

Akaike, Hirotugu 1927-2009

Hirotsugu Akaike 1927-2009

Hirotsugu Akaike japanischer Statistiker

Hirotsugu Akaike japansk matematiker

Hirotsugu Akaike statistico giapponese

Hirotugu Akaike.

Hirotugu Akaike 1927-2009

Hirotugu Akaike Japans wiskundige (1927-2009)

Hirotugu Akaike Statistician

Hirotugu Akaike statisticien japonais

Акаикэ, Хироцугу

アカイケ, ヒロツグ

アカイケ, ヒロツグ 1927-2009

赤池, 弘次 1927-

赤池 弘次 1927-2009

赤池弘次 1927-

赤池弘次 1927-2009

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Statistical analysis and control of dynamic systemsSelected papers of Hirotugu Akaike