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Proceedings of the First US/Japan Conference on the Frontiers of Statistical Modeling: An Informational Approach - Volume 3... Proceedings of the First US/Japan Conference on the Frontiers of Statistical Modeling: An Informational Approach - Volume 3 Engineering and Scientific Applications (Paperback, Softcover reprint of the original 1st ed. 1994)
H. Bozdogan; Assisted by S. L. Sclove, Arjun K Gupta, D. Haughton, G. Kitagawa, …
R2,931 Discovery Miles 29 310 Ships in 7 - 11 working days

These three volumes comprise the proceedings of the US/Japan Conference, held in honour of Professor H. Akaike, on the Frontiers of Statistical Modeling: an Informational Approach'. The major theme of the conference was the implementation of statistical modeling through an informational approach to complex, real-world problems. Volume 1 contains papers which deal with the Theory and Methodology of Time Series Analysis. Volume 1 also contains the text of the Banquet talk by E. Parzen and the keynote lecture of H. Akaike. Volume 2 is devoted to the general topic of Multivariate Statistical Modeling, and Volume 3 contains the papers relating to Engineering and Scientific Applications. For all scientists whose work involves statistics.

Proceedings of the First US/Japan Conference on the Frontiers of Statistical Modeling: An Informational Approach - Volume 2... Proceedings of the First US/Japan Conference on the Frontiers of Statistical Modeling: An Informational Approach - Volume 2 Multivariate Statistical Modeling (Paperback, Softcover reprint of the original 1st ed. 1994)
H. Bozdogan; Assisted by S. L. Sclove, Arjun K Gupta, D. Haughton, G. Kitagawa, …
R3,779 Discovery Miles 37 790 Ships in 7 - 11 working days

Often a statistical analysis involves use of a set of alternative models for the data. A "model-selection criterion" is a formula which provides a figure-of merit for the alternative models. Generally the alternative models will involve different numhers of parameters. Model-selection criteria take into account hoth the goodness-or-fit of a model and the numher of parameters used to achieve that fit. 1.1. SETS OF ALTERNATIVE MODELS Thus the focus in this paper is on data-analytic situations ill which there is consideration of a set of alternative models. Choice of a suhset of explanatory variahles in regression, the degree of a polynomial regression, the number of factors in factor analysis, or the numher of dusters in duster analysis are examples of such situations. 1.2. MODEL SELECTION VERSUS HYPOTHESIS TESTING In exploratory data analysis or in a preliminary phase of inference an approach hased on model-selection criteria can offer advantages over tests of hypotheses. The model-selection approach avoids the prohlem of specifying error rates for the tests. With model selection the focus can he on simultaneous competition between a hroad dass of competing models rather than on consideration of a sequence of simpler and simpler models."

Proceedings of the First US/Japan Conference on the Frontiers of Statistical Modeling: An Informational Approach - Volume 1... Proceedings of the First US/Japan Conference on the Frontiers of Statistical Modeling: An Informational Approach - Volume 1 Theory and Methodology of Time Series Analysis (Paperback, Softcover reprint of the original 1st ed. 1994)
H. Bozdogan; Assisted by S. L. Sclove, Arjun K Gupta, D. Haughton, G. Kitagawa, …
R3,148 Discovery Miles 31 480 Ships in 7 - 11 working days

These three volumes comprise the proceedings of the US/Japan Conference, held in honour of Professor H. Akaike, on the `Frontiers of Statistical Modeling: an Informational Approach'. The major theme of the conference was the implementation of statistical modeling through an informational approach to complex, real-world problems. Volume 1 contains papers which deal with the Theory and Methodology of Time Series Analysis. Volume 1 also contains the text of the Banquet talk by E. Parzen and the keynote lecture of H. Akaike. Volume 2 is devoted to the general topic of Multivariate Statistical Modeling, and Volume 3 contains the papers relating to Engineering and Scientific Applications. For all scientists whose work involves statistics.

Proceedings of the First US/Japan Conference on the Frontiers of Statistical Modeling: An Informational Approach - Volume 1... Proceedings of the First US/Japan Conference on the Frontiers of Statistical Modeling: An Informational Approach - Volume 1 Theory and Methodology of Time Series Analysis (Hardcover, 1994 ed.)
H. Bozdogan; Assisted by S. L. Sclove, Arjun K Gupta, D. Haughton, G. Kitagawa, …
R3,830 Discovery Miles 38 300 Ships in 7 - 11 working days

These three volumes comprise the proceedings of the US/Japan Conference, held in honour of Professor H. Akaike, on the Frontiers of Statistical Modeling: an Informational Approach'. The major theme of the conference was the implementation of statistical modeling through an informational approach to complex, real-world problems. Volume 1 contains papers which deal with the Theory and Methodology of Time Series Analysis. Volume 1 also contains the text of the Banquet talk by E. Parzen and the keynote lecture of H. Akaike. Volume 2 is devoted to the general topic of Multivariate Statistical Modeling, and Volume 3 contains the papers relating to Engineering and Scientific Applications. For all scientists whose work involves statistics.

Proceedings of the First US/Japan Conference on the Frontiers of Statistical Modeling: An Informational Approach - Volume 3... Proceedings of the First US/Japan Conference on the Frontiers of Statistical Modeling: An Informational Approach - Volume 3 Engineering and Scientific Applications (Hardcover, 1994 ed.)
H. Bozdogan; Assisted by S. L. Sclove, Arjun K Gupta, D. Haughton, G. Kitagawa, …
R3,006 Discovery Miles 30 060 Ships in 7 - 11 working days

These three volumes comprise the proceedings of the US/Japan Conference, held in honour of Professor H. Akaike, on the Frontiers of Statistical Modeling: an Informational Approach'. The major theme of the conference was the implementation of statistical modeling through an informational approach to complex, real-world problems. Volume 1 contains papers which deal with the Theory and Methodology of Time Series Analysis. Volume 1 also contains the text of the Banquet talk by E. Parzen and the keynote lecture of H. Akaike. Volume 2 is devoted to the general topic of Multivariate Statistical Modeling, and Volume 3 contains the papers relating to Engineering and Scientific Applications. For all scientists whose work involves statistics.

Proceedings of the First US/Japan Conference on the Frontiers of Statistical Modeling: An Informational Approach - Volume 2... Proceedings of the First US/Japan Conference on the Frontiers of Statistical Modeling: An Informational Approach - Volume 2 Multivariate Statistical Modeling (Hardcover, 1994 ed.)
H. Bozdogan; Assisted by S. L. Sclove, Arjun K Gupta, D. Haughton, G. Kitagawa, …
R5,061 R4,787 Discovery Miles 47 870 Save R274 (5%) Out of stock

Often a statistical analysis involves use of a set of alternative models for the data. A "model-selection criterion" is a formula which provides a figure-of merit for the alternative models. Generally the alternative models will involve different numhers of parameters. Model-selection criteria take into account hoth the goodness-or-fit of a model and the numher of parameters used to achieve that fit. 1.1. SETS OF ALTERNATIVE MODELS Thus the focus in this paper is on data-analytic situations ill which there is consideration of a set of alternative models. Choice of a suhset of explanatory variahles in regression, the degree of a polynomial regression, the number of factors in factor analysis, or the numher of dusters in duster analysis are examples of such situations. 1.2. MODEL SELECTION VERSUS HYPOTHESIS TESTING In exploratory data analysis or in a preliminary phase of inference an approach hased on model-selection criteria can offer advantages over tests of hypotheses. The model-selection approach avoids the prohlem of specifying error rates for the tests. With model selection the focus can he on simultaneous competition between a hroad dass of competing models rather than on consideration of a sequence of simpler and simpler models."

Proceedings of the First U.S./Japan Conference on the Frontiers of Statistical Modeling: An Informational Approach - Volume 1:... Proceedings of the First U.S./Japan Conference on the Frontiers of Statistical Modeling: An Informational Approach - Volume 1: Theory and Methodology of Time Series Analysis Volume 2: Multivariate Statistical Modeling Volume 3: Engineering and Scientific Applications (Book, 1994 ed.)
H. Bozdogan; Assisted by S. L. Sclove, Arjun K Gupta, D. Haughton, G. Kitagawa, …
R13,224 Discovery Miles 132 240 Out of stock

These three volumes comprise the proceedings of the US/Japan Conference, held in honour of Professor H. Akaike, on the `Frontiers of Statistical Modeling: an Informational Approach'. The major theme of the conference was the implementation of statistical modeling through an informational approach to complex, real-world problems. Volume 1 contains papers which deal with the Theory and Methodology of Time Series Analysis. Volume 1 also contains the text of the Banquet talk by E. Parzen and the keynote lecture of H. Akaike. Volume 2 is devoted to the general topic of Multivariate Statistical Modeling, and Volume 3 contains the papers relating to Engineering and Scientific Applications. For all scientists whose work involves statistics.

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