A Review of Multivariate Analysis

A survey of topics in multivariate analysis inspired by the publication of T. W. ANDERSON, An Introduction to Multivariate Statistical Analysis, 2nd ed., John Wiley & Sons, New York, 1984, xvii + 675 pages, $47.50, and WILLIAM R. DILLON and MATTHEW GOLDSTEIN, Multivariate Analysis: Methods and Applications, John Wiley & Sons, New York, 1984, xii + 587 pages, $39.95. This review and discussion are dedicated to the memory of P. R. Krishnaiah, a leader in the area of Multivariate Analysis, who died of cancer on August 1, 1987.

[1]  Richard Scheines,et al.  Discovering Causal Structure: Artificial Intelligence, Philosophy of Science, and Statistical Modeling , 1987 .

[2]  Ross D. Shachter Evaluating Influence Diagrams , 1986, Oper. Res..

[3]  D. Spiegelhalter A statistical view of uncertainty in expert systems , 1986 .

[4]  J. E. H. Shaw,et al.  The implementation of the bayesian paradigm , 1985 .

[5]  A. O'Hagan Motivating principal components, and a stronger optimality result , 1984 .

[6]  R. Wijsman,et al.  Review: , Two Books on Multivariate Analysis; Robb J. Muirhead, Aspects of Multivariate Statistical Theory; Morris L. Eaton, Multivariate Statistics. A Vector Space Approach , 1984 .

[7]  M. Schervish Linear discrimination for three known normal populations , 1984 .

[8]  M. Schervish User-Oriented Inference , 1983 .

[9]  J. Overall,et al.  Applied multivariate analysis , 1983 .

[10]  W. Dixon,et al.  BMDP statistical software , 1983 .

[11]  M. Schervish Asymptotic Expansions for Correct Classification Rates in Discriminant Analysis , 1981 .

[12]  J. Hartigan,et al.  Representing Points in Many Dimensions by Trees and Castles , 1981 .

[13]  Robert Schlaifer,et al.  On the nature and discovery of structure , 1981 .

[14]  Mark J. Schervish,et al.  Asymptotic expansions for the means and variances of error rates , 1981 .

[15]  T. Speed,et al.  Markov Fields and Log-Linear Interaction Models for Contingency Tables , 1980 .

[16]  Richard P. Bagozzi,et al.  Performance and Satisfaction in an Industrial Sales Force: An Examination of their Antecedents and Simultaneity , 1980 .

[17]  Donald B. Rubin,et al.  Bayesian Inference for Causal Effects: The Role of Randomization , 1978 .

[18]  Ramanathan Gnanadesikan,et al.  Methods for statistical data analysis of multivariate observations , 1977, A Wiley publication in applied statistics.

[19]  P. Holland,et al.  Discrete Multivariate Analysis. , 1976 .

[20]  Homer F. Walker,et al.  On Minimizing the Probability of Misclassification for Linear Feature Selection , 1975 .

[21]  Herman Chernoff,et al.  The Use of Faces to Represent Points in k- Dimensional Space Graphically , 1973 .

[22]  G. Styan,et al.  A bibliography of multivariate statistical analysis , 1973 .

[23]  D. F. Andrews,et al.  PLOTS OF HIGH-DIMENSIONAL DATA , 1972 .

[24]  J. Hartigan,et al.  Percentage Points of a Test for Clusters , 1969 .

[25]  J. Kruskal Nonmetric multidimensional scaling: A numerical method , 1964 .

[26]  J. Kruskal Multidimensional scaling by optimizing goodness of fit to a nonmetric hypothesis , 1964 .

[27]  R. Shepard The analysis of proximities: Multidimensional scaling with an unknown distance function. II , 1962 .

[28]  E. L. Lehmann,et al.  Significance Level and Power , 1958 .

[29]  E. Anderson A SEMIGRAPHICAL METHOD FOR THE ANALYSIS OF COMPLEX PROBLEMS. , 1957, Proceedings of the National Academy of Sciences of the United States of America.

[30]  C. Stein Inadmissibility of the Usual Estimator for the Mean of a Multivariate Normal Distribution , 1956 .

[31]  W. Torgerson Multidimensional scaling: I. Theory and method , 1952 .

[32]  M. M. Barnard THE SECULAR VARIATIONS OF SKULL CHARACTERS IN FOUR SERIES OF EGYPTIAN SKULLS , 1935 .