Hirotugu Akaike | Academic Influence

Hirotugu Akaike's AcademicInfluence.com Rankings

Hirotugu Akaike

Mathematics

#685

World Rank

#1259

Historical Rank

Statistics

#25

World Rank

#37

Historical Rank

mathematics Degrees

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Mathematics

Hirotugu Akaike's Degrees

PhD Statistics Kyoto University

Why Is Hirotugu Akaike Influential?

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According to Wikipedia, Hirotsugu Akaike was a Japanese statistician. In the early 1970s, he formulated the Akaike information criterion . AIC is now widely used for model selection, which is commonly the most difficult aspect of statistical inference; additionally, AIC is the basis of a paradigm for the foundations of statistics. Akaike also made major contributions to the study of time series. As well, he had a large role in the general development of statistics in Japan.

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Hirotugu Akaike's Published Works

Number of citations in a given year to any of this author's works

Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author

Published Works

A new look at the statistical model identification (1974) (45530)
Information Theory and an Extension of the Maximum Likelihood Principle (1973) (21060)
Factor analysis and AIC (1987) (5242)
Fitting autoregressive models for prediction (1969) (2570)
Statistical predictor identification (1970) (1500)
Likelihood of a model and information criteria (1981) (1179)
INFORMATION THEORY AS AN EXTENSION OF THE MAXIMUM LIKELIHOOD (1973) (1087)
Maximum likelihood identification of Gaussian autoregressive moving average models (1973) (1085)
Likelihood and the Bayes procedure (1980) (856)
A Bayesian analysis of the minimum AIC procedure (1978) (712)
On entropy maximization principle (1977) (711)
Canonical Correlation Analysis of Time Series and the Use of an Information Criterion (1976) (638)
A Bayesian extension of the minimum AIC procedure of autoregressive model fitting (1979) (597)
Markovian representation of stochastic processes and its application to the analysis of autoregressive moving average processes (1974) (443)
Prediction and Entropy (1985) (426)
Autoregressive model fitting for control (1971) (398)
Power spectrum estimation through autoregressive model fitting (1969) (379)
Markovian Representation of Stochastic Processes by Canonical Variables (1975) (369)
Stochastic theory of minimal realization (1974) (316)
Akaike's Information Criterion (2011) (293)
On the Likelihood of a Time Series Model (1978) (266)
Block Toeplitz Matrix Inversion (1973) (221)
On a successive transformation of probability distribution and its application to the analysis of the optimum gradient method (1959) (176)
A procedure for the modeling of non-stationary time series (1978) (162)
A new look at the Bayes procedure (1978) (155)
On the use of a linear model for the identification of feedback systems (1968) (154)
SEASONAL ADJUSTMENT BY A BAYESIAN MODELING (1980) (150)
An approximation to the density function (1954) (140)
Statistical analysis and control of dynamic systems (1988) (115)
On Linear Intensity Models for Mixed Doubly Stochastic Poisson and Self-exciting Point Processes (1982) (96)
Statistical approach to computer control of cement rotary kilns (1972) (96)
MODERN DEVELOPMENT OF STATISTICAL METHODS (1981) (83)
TIME SERIES ANALYSIS AND CONTROL THROUGH PARAMETRIC MODELS (1978) (78)
Analysis of cross classified data by AIC (1978) (75)
Statistical identification for optimal control of supercritical thermal power plants (1981) (68)
The Practice of Time Series Analysis (2011) (67)
Maximum likelihood estimation of structural parameters from random vibration data (1973) (64)
[Data analysis by statistical models]. (1992) (63)
The application of linear intensity models to the investigation of causal relations between a point process and another stochastic process (1982) (53)
On the statistical estimation of frequency response function (1962) (45)
On the statistical estimation of the frequency response function of a system having multiple input (1965) (39)
A Bayesian Approach to the Analysis of Earth Tides (1998) (33)
The Interpretation of Improper Prior Distributions as Limits of Data Dependent Proper Prior Distributions (1980) (33)
An extension of the method of maximum likelihood and the Stein's problem (1977) (31)
An objective use of Bayesian models (1977) (30)
On Newer Statistical Approaches to Parameter Estimation and Structure Determination (1978) (28)
A fundamental relation between predictor identification and power spectrum estimation (1970) (28)
Statistical Inference and Measurement of Entropy (1983) (28)
On the use of the predictive likelihood of a Gaussian model (1980) (26)
Covariance matrix computation of the state variable of a stationary Gaussian process (1978) (26)
Decision rules, based on the distance, for the problems of independence, invariance and two samples (1955) (25)
Effect of timing-error on the power spectrum of sampled-data (1960) (25)
Note on higher order spectra (1966) (24)
A quasi Bayesian approach to outlier detection (1982) (22)
ON TIMSAC-78* (1981) (21)
A method of statistical identification of discrete time parameter linear systems (1969) (19)
Implications of Informational Point of View on the Development of Statistical Science (1994) (16)
Application of multivariate autoregressive modelling for analysis of immunologic networks in man (1988) (16)
Use of statistical models for time series analysis (1986) (15)
On the design of lag window for the estimation of spectra (1962) (15)
Autoregressive models provide stochastic descriptions of homeostatic processes in the body. (1986) (14)
Trend estimation with missing observations (1980) (14)
On the Fallacy of the Likelihood Principle (1982) (13)
Low pass filter design (1968) (11)
Frequency dependency of causal factors for hypertension in hemodialysis patients. (1986) (11)
On minimum information prior distributions (1983) (10)
On a zero-one process and some of its applications (1956) (10)
Ignorance prior distribution of a hyperparameter and Stein's estimator (1980) (8)
Note on the decision problem (1952) (8)
Use of Statistical Identification for Optimal Control of a Supercritical Thermal Power Plant (1979) (8)
The Selection of Smoothness Priors for Distributed Lag Estimation. (1982) (7)
Smoothness Priors and the Distributed Lag Estimator. (1979) (7)
On the use of an index of bias in the estimation of power spectra (1968) (7)
On a limiting process which asymptotically produces f−2 spectral density (1960) (6)
On a matching problem (1952) (6)
On the statistical control of the gap process (1959) (6)
Experiences on the Development of Time Series Models (1994) (5)
On a computation method for eigenvalue problems and its application to statistical analysis (1959) (5)
Monte Carlo method applied to the solution of simultaneous linear equations (1955) (5)
On the Use of Bayesian Models in Time Series Analysis (1984) (4)
Golf Swing Motion Analysis: An Experiment on the Use of Verbal Analysis in Statistical Reasoning (2001) (4)
Some Reflections on the Modelling of Time Series (1987) (4)
On the Role of Statistical Reasoning in the Process of Identification (1997) (3)
On the Art of Modeling; Illustrated with the Analysis of the Golf Swing Motion (2003) (3)
Some problems of sampling in the forest survey (1955) (3)
IDENTIFICATION OF FEEDBACK SYSTEMS (3)
[Prediction of Future Observations in Growth Curve Models]: Comment (1987) (2)
Issues Involved with the Seasonal Adjustment of Economic Time Series: Comment (1984) (1)
On optimum character of von Neumann’s Monte Carlo model (1955) (1)
On Ergodic property of a Tandem type Queueing process (1957) (1)
Making statistical thinking more productive (2010) (1)
On the distribution of the product of two Γ-distributed variables (1956) (1)
On a min-max theorem and some of its applications (1960) (1)
[The Unity and Diversity of Probability]: Comment (1990) (1)
Hypothesis testing: discussion (1980) (0)
Erratum to: Decision rules, based on the distance, for the problems of independence, invariance and two samples (1955) (0)
Summary of Contributed Papers to Volume 3 (1994) (0)
Mental Preparation for Time Series Analysis (1999) (0)
Erratum to: On Ergodic property of a Tandem type Queueing process (1957) (0)
Erratum to: Large sample nonparametric rejection of outlying observations (1959) (0)
Biometrika Trust Maximum Likelihood Identification of Gaussian Autoregressive Moving Average Models (2010) (0)
Correction to “Autoregressive model fitting for control” (1971) (0)
ON OPTIMUM C HARACTER OF VON N EUMANN'S (1956) (0)

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