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)

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."

General

Imprint:	Springer
Country of origin:	Netherlands
Release date:	October 2012
First published:	1994
Editors:	H. Bozdogan
Assisted by:	S. L. Sclove • Arjun K Gupta • D. Haughton • G. Kitagawa • T. Ozaki • Kunio Tanabe
Dimensions:	235 x 155 x 23mm (L x W x T)
Format:	Paperback
Pages:	417
Edition:	Softcover reprint of the original 1st ed. 1994
ISBN-13:	978-9401043441
Categories:	Books > Science & Mathematics > Mathematics > Probability & statistics Promotions
LSN:	9401043442
Barcode:	9789401043441

Is the information for this product incomplete, wrong or inappropriate? Let us know about it.

Does this product have an incorrect or missing image? Send us a new image.

Is this product missing categories? Add more categories.

Review This Product

No reviews yet - be the first to create one!