Title | Selected Papers of Hirotugu Akaike [electronic resource] / edited by Emanuel Parzen, Kunio Tanabe, Genshiro Kitagawa |
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Imprint | New York, NY : Springer New York : Imprint: Springer, 1998 |
Connect to | http://dx.doi.org/10.1007/978-1-4612-1694-0 |
Descript | VIII, 434 p. online resource |
Foreword -- A Conversation with Hirotugu Akaike -- List of Publications of Hirotugu Akaike -- Papers -- 1. Precursors -- 1. On a zero-one process and some of its applications -- 2. On a successive transformation of probability distribution and its application to the analysis of the optimum gradient method -- 2. Frequency Domain Time Series Analysis -- 1. Effect of timing-error on the power spectrum of sampled-data -- 2. On a limiting process which asymptotically produces f-2 spectral density -- 3. On the statistical estimation of frequency response function -- 3. Time Domain Time Series Analysis -- 1. On the use of a linear model for the identification of feedback systems -- 2. Fitting autoregressive models for prediction -- 3. Statistical predictor identification -- 4. Autoregressive model fitting for control -- 5. Statistical approach to computer control of cement rotary kilns -- 6. Statistical identification for optimal control of supercritical thermal power plants -- 4. AIC and Parametrization -- 1. Information theory and an extension of the maximum likelihood princilple -- 2. A new look at the statistical model identification -- 3. Markovian representation of stochastic processes and its application to the analysis of autoregressive moving average processes -- 4. Covariance matrix computation of the state variable of a stationary Gaussian process -- 5. Analysis of cross classified data by AIC -- 6. On linear intensity models for mixed doubly stochastic Poisson and self-exciting point processes -- 5. Bayesian Approach -- 1. A Baysian analysis of the minimum AIC procedure -- 2. A new look at the Bayes procedure -- 3. On the likelihood of a time series model -- 4. Likelihood and the Bayes procedure -- 5. Seasonal adjustment by a Bayesian modeling -- 6. A quasi Bayesian approach to outlier detection -- 7. On the fallacy of the likelihood principle -- 8. A Bayesian apporach to the analysis of earth tides -- 9. Factor analysis and AIC -- 6. General Views on Statistics -- 1. Prediction and entropy -- 2. Experiences on the development of time series models -- 3. Implications of informational point of view on the development of statistical science