عنوان

Multivariate Statistical Modeling and Data Analysis :

(Number (ISBN

9400939779

(Number (ISBN

9401082642

(Number (ISBN

9789400939776

(Number (ISBN

9789401082648

Number

b593238

Title Proper

Multivariate Statistical Modeling and Data Analysis :

General Material Designation

[Book]

Other Title Information

Proceedings of the Advanced Symposium on Multivariate Modeling and Data Analysis May 15-16, 1986

First Statement of Responsibility

edited by H. Bozdogan, A.K. Gupta.

Place of Publication, Distribution, etc.

Dordrecht

Name of Publisher, Distributor, etc.

Springer Netherlands

Date of Publication, Distribution, etc.

1987

Specific Material Designation and Extent of Item

(x, 189 Seiten)

Series Title

Theory and Decision Library, Series B: Mathematical and Statistical Methods, 8

Text of Note

1. On the Application of AIC to Bivariate Density Estimation, Nonparametric Regression and Discrimination.- 2. On the Interface Between Cluster Analysis, Principal Component Analysis, and Multidimensional Scaling.- 3. An Expert Model Selection Approach to Determine the "Best" Pattern Structure in Factor Analysis Models.- 4. BLUS Residuals in Multivariate Linear Models.- 5. Analysis of Within- and Across-Subject Correlations.- 6. Two-Stage Multi-Sample Cluster Analysis as a General Approach to Discriminant Analysis.- 7. On Relationship. Between AIC and the Overall Error Rates for Selection of Variables in a Discriminant Analysis.- 8. Distribution of Likelihood Criteria and Box Approximation.- 9. Topics in the Analysis of Repeated Measurements.- 10. Metric Considerations in Clustering: Implications for Algorithms.

Text of Note

This volume contains the Proceedings of the Advanced Symposium on Multivariate Modeling and Data Analysis held at the 64th Annual Heeting of the Virginia Academy of Sciences (VAS)--American Statistical Association's Vir ginia Chapter at James Madison University in Harrisonburg. Virginia during Hay 15-16. 1986. This symposium was sponsored by financial support from the Center for Advanced Studies at the University of Virginia to promote new and modern information-theoretic statist ical modeling procedures and to blend these new techniques within the classical theory. Multivariate statistical analysis has come a long way and currently it is in an evolutionary stage in the era of high-speed computation and computer technology. The Advanced Symposium was the first to address the new innovative approaches in multi variate analysis to develop modern analytical and yet practical procedures to meet the needs of researchers and the societal need of statistics. vii viii PREFACE Papers presented at the Symposium by e1l11lJinent researchers in the field were geared not Just for specialists in statistics, but an attempt has been made to achieve a well balanced and uniform coverage of different areas in multi variate modeling and data analysis. The areas covered included topics in the analysis of repeated measurements, cluster analysis, discriminant analysis, canonical cor relations, distribution theory and testing, bivariate densi ty estimation, factor analysis, principle component analysis, multidimensional scaling, multivariate linear models, nonparametric regression, etc.

Statistics.

Class number

Book number

edited by H. Bozdogan, A.K. Gupta.

A K Gupta

H Bozdogan

Electronic name

[Book]

Y