E. M. Tiit & T. Kollo 
Multivariate Statistics and Matrices in Statistics [PDF ebook] 
Proceedings of the 5th Tartu Conference, Tartu-Pühajärve, Estonia, 23–28 May, 1994

Frontmatter — CONTENTS — PREFACE — I. ASYMPTOTIC DISTRIBUTIONS AND EXPANSIONS — ERROR BOUNDS FOR ASYMPTOTIC EXPANSIONS OF THE DISTRIBUTIONS OF THE CLASSIFICATION STATISTIC W AND RELATED STATISTICS — SOME RESULTS ON THE EMPIRICAL SPACINGS PROCESS AND ITS BOOTSTRAPPED VERSION — ON THE CORNISH-FISHER EXPANSION IN FINITE POPULATION — II. GENERAL LINEAR REGRESSION MODELS — ON PROPORTIONALITY OF REGRESSION COEFFICIENTS IN MISSPECIFIED GENERAL LINEAR REGRESSION MODELS — MORE ON PARTITIONED POSSIBLY RESTRICTED LINEAR REGRESSION — SIMPLER TESTS OF LINEAR INEQUALITY CONSTRAINTS IN THE STANDARD LINEAR MODEL — INCREASING THE CORRELATIONS WITH THE RESPONSE VARIABLE MAY NOT INCREASE THE COEFFICIENT OF DETERMINATION: A PCA INTERPRETATION — DISCUSSION ON THE PAPER OF C. M. CUADRAS ’INCREASING THE CORRELATIONS WITH THE RESPONSE VARIABLE MAY NOT INCREASE THE COEFFICIENT OF DETERMINATION: A PCA INTERPRETATION’ — TESTING LACK OF FIT IN MIXED EFFECT MODELS FOR LONGITUDINAL DATA — III. TESTS IN MULTIVARIATE STATISTICS — A PROJECTION NT-TYPE TEST FOR SPHERICAL SYMMETRY OF A MULTIVARIATE DISTRIBUTION — SOME APPLICATIONS OF DIRECTIONAL STATISTICS TO ASTRONOMY — SIMPLE METHODS FOR FITTING CIRCLES OR POINTS TO SPHERICAL DATA — IV. MULTIVARIATE NONPARAMETRIC MODELS AND THEIR APPLICATIONS — THE USE OF HELLINGER DISTANCE IN GRAPHICAL DISPLAYS OF CONTINGENCY TABLE DATA — BIVARIATE GENERALIZATIONS OF THE MEDIAN — DISTANCE-BASED REGRESSION IN SOME HELIOPHYSICAL DATA ANALYSIS — SOME APPLICATIONS OF MULTIVARIATE ANALYSIS IN ENVIRONMENTAL RESEARCH — METHODS FOR LONGITUDINAL SOCIAL NETWORK DATA: REVIEW AND MARKOV PROCESS MODELS — OPTIMAL INDUSTRIAL CLASSIFICATION — V. DISCRIMINATION AND CLASSIFICATION — SMALL SAMPLE PROPERTIES OF RIDGE-ESTIMATE OF THE COVARIANCE MATRIX IN STATISTICAL AND NEURAL NET CLASSIFICATION — TRIMMED k-MEANS AND THE CAUCHY MEAN-VALUE PROPERTY — ON SOME PROPERTIES OF k-VARIANCE — RANDOM MULTIGRAPHS, CLASSIFICATION AND CLUSTERING — VI. MATRICES IN STATISTICS — SHORTED MATRICES AND THEIR APPLICATIONS IN LINEAR STATISTICAL MODELS: A REVIEW — ARRAYS OF MULTIVARIATE STATISTICS AND THEIR REPRESENTATION — ON THE CALCULATIONS WITH THE INDEXIZED SETS OF DATA — ON STATISTICAL APPLICATIONS OF MATRIX MAJORIZATION