Applied Multivariate Analysis

Introduction.- Vector and Matrix Algebra.- The Multivariate Normal Distribution, Multivariate Normality, and Covariance Structure.- One- and Two-Sample Tests.- Multivariate Analysis of Variance.- Discriminant Analysis.- Canonical Correlation.- Principal Component Analysis.- Factor Analysis.- Structural Equations.

[1]  C. Spearman.  General intelligence Objectively Determined and Measured , 1904 .

[2]  ARTHUR THOMSON,et al.  The Ancient Races of the Thebaid , 1905, Nature.

[3]  H. Hotelling.  The Generalization of Student’s Ratio , 1931 .

[4]  H. Hotelling.  Analysis of a complex of statistical variables into principal components. , 1933 .

[5]  G. H. Thomson,et al.  Hotelling's method modified to give Spearman's g. , 1934 .

[6]  H. Hotelling.  Relations Between Two Sets of Variates , 1936 .

[7]  R. Fisher.  THE USE OF MULTIPLE MEASUREMENTS IN TAXONOMIC PROBLEMS , 1936 .

[8]  G. Thomson,et al.  Methods of Estimating Mental Factors , 1938, Nature.

[9]  D. Lawley.  A GENERALIZATION OF FISHER'S z TEST , 1938 .

[10]  M. A. Girshick.  On the Sampling Theory of Roots of Determinantal Equations , 1939 .

[11]  M. Bartlett.  A note on tests of significance in multivariate analysis , 1939, Mathematical Proceedings of the Cambridge Philosophical Society.

[12]  D. Lawley.  VI.—The Estimation of Factor Loadings by the Method of Maximum Likelihood , 1940 .

[13]  A. Wald.  Tests of statistical hypotheses concerning several parameters when the number of observations is large , 1943 .

[14]  A. Wald.  On a Statistical Problem Arising in the Classification of an Individual into One of Two Groups , 1944 .

[15]  Satterthwaite Fe.  An approximate distribution of estimates of variance components. , 1946 .

[16]  F. E. Satterthwaite.  An approximate distribution of estimates of variance components. , 1946, Biometrics.

[17]  Calyampudi R. Rao.  Large sample tests of statistical hypotheses concerning several parameters with applications to problems of estimation , 1948, Mathematical Proceedings of the Cambridge Philosophical Society.

[18]  G. Box,et al.  A general distribution theory for a class of likelihood criteria. , 1949, Biometrika.

[19]  J. Tukey.  One Degree of Freedom for Non-Additivity , 1949 .

[20]  O. Reiersøl,et al.  On the identifiability of parameters in Thurstone's multiple factor analysis , 1950, Psychometrika.

[21]  G. Box,et al.  Problems in the analysis of growth and wear curves. , 1950, Biometrics.

[22]  M. Bartlett.  TESTS OF SIGNIFICANCE IN FACTOR ANALYSIS , 1950 .

[23]  D. N. Nanda.  Distribution of the Sum of Roots of a Determinantal Equation under a Certain Condition , 1950 .

[24]  T. W. Anderson.  Classification by multivariate analysis , 1951 .

[25]  C. R. Rao,et al.  An asymptotic expansion of the distribution of Wilk's criterion , 1951 .

[26]  Margaret J. Robertson,et al.  Design and Analysis of Experiments , 2006, Handbook of statistics.

[27]  R. C. Bose,et al.  Simultaneous Confidence Interval Estimation , 1953 .

[28]  S. N. Roy.  On a Heuristic Method of Test Construction and its use in Multivariate Analysis , 1953 .

[29]  M. Bartlett.  A Note on the Multiplying Factors for Various χ2 Approximations , 1954 .

[30]  K. Pillai,et al.  ON SOlVJE DIS1RIBUTION PROBLEMS IN MULTIVARIATE ANALYSIS , 1954 .

[31]  L. Guttman.  Some necessary conditions for common-factor analysis , 1954 .

[32]  G. S. James.  TESTS OF LINEAR HYPOTHESES IN UNIVERIATE AND MULTIVARIATE ANALYSIS WHEN THE RATIOS OF THE POPULATION VARIANCES ARE UNKNOWN , 1954 .

[33]  W. G. Howe.  SOME CONTRIBUTIONS TO FACTOR ANALYSIS , 1955 .

[34]  Calyampudi R. Rao.  Estimation and tests of significance in factor analysis , 1955 .

[35]  K. Pillai.  Some New Test Criteria in Multivariate Analysis , 1955 .

[36]  Herman Rubin,et al.  Statistical Inference in Factor Analysis , 1956 .

[37]  D. Lawley.  TESTS OF SIGNIFICANCE FOR THE LATENT ROOTS OF COVARIANCE AND CORRELATION MATRICES , 1956 .

[38]  K. Pillai,et al.  ON THE DISTRIBUTION OF THE LARGEST OR THE SMALLEST ROOT OF A MATRIX IN MULTIVARIATE ANALYSIS , 1956 .

[39]  N. L. Johnson,et al.  Multivariate Analysis , 1958, Nature.

[40]  S. Geisser,et al.  An Extension of Box's Results on the Use of the $F$ Distribution in Multivariate Analysis , 1958 .

[41]  Percentage points of Wilks' L{mvc} and L{vc} , 1958 .

[42]  J. Roy,et al.  STEP-DOWN PROCEDURE IN MULTIVARIATE ANALYSIS , 1958 .

[43]  Joseph L. Zinnes,et al.  Theory and Methods of Scaling. , 1958 .

[44]  S. Kullback,et al.  Some Aspects of Multivariate Analysis. , 1958 .

[45]  H. Kaiser.  The varimax criterion for analytic rotation in factor analysis , 1958 .

[46]  S. Geisser,et al.  On methods in the analysis of profile data , 1959 .

[47]  S. D. Silvey,et al.  The Lagrangian Multiplier Test , 1959 .

[48]  D. Lawley,et al.  TESTS OF SIGNIFICANCE IN CANONICAL ANALYSIS , 1959 .

[49]  T. W. Anderson.  An Introduction to Multivariate Statistical Analysis , 1959 .

[50]  E. Lehmann.  Testing Statistical Hypotheses , 1960 .

[51]  J. Tukey,et al.  Complex analyses of variance: General problems , 1960 .

[52]  D. Cox.  Tests of Separate Families of Hypotheses , 1961 .

[53]  Alexander A. Lubischew.  On the Use of Discriminant Functions in Taxonomy , 1962 .

[54]  R. C. Elston,et al.  Estimation of Time-Response Curves and Their Confidence Bands , 1962 .

[55]  A. Goldberger.  Best Linear Unbiased Prediction in the Generalized Linear Regression Model , 1962 .

[56]  A. Zellner.  An Efficient Method of Estimating Seemingly Unrelated Regressions and Tests for Aggregation Bias , 1962 .

[57]  A. P. Dempster,et al.  STEPWISE MULTIVARIATE ANALYSIS OF VARIANCE BASED ON PRINCIPAL VARIABLES , 1963 .

[58]  A. Zellner.  Estimators for Seemingly Unrelated Regression Equations: Some Exact Finite Sample Results , 1963 .

[59]  T. W. Anderson.  ASYMPTOTIC THEORY FOR PRINCIPAL COMPONENT ANALYSIS , 1963 .

[60]  K. Uberla.  [Factor analysis as a statistical model for medical research]. , 1963, Munchener medizinische Wochenschrift.

[61]  Calyampudi R. Rao.  The use and interpretation of principal component analysis in applied research , 1964 .

[62]  C. Harris.  Some Recent Developments in Factor Analysis , 1964 .

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

[64]  D. Cox,et al.  An Analysis of Transformations , 1964 .

[65]  Donald R. Williams,et al.  A Note on the Determination of Connectedness in an N-Way Cross Classification , 1964 .

[66]  R. Potthoff,et al.  A generalized multivariate analysis of variance model useful especially for growth curve problems , 1964 .

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

[68]  Calyampudi R. Rao,et al.  The theory of least squares when the parameters are stochastic and its application to the analysis of growth curves. , 1965, Biometrika.

[69]  William W. Rozeboom,et al.  Linear correlations between sets of variables , 1965, Psychometrika.

[70]  J. H. Wilkinson.  The algebraic eigenvalue problem , 1966 .

[71]  Ying Yao,et al.  An approximate degrees of freedom solution to the multivariate Behrens-Fisher problem* , 1965 .

[72]  J. Grizzle.  THE TWO-PERIOD CHANGE-OVER DESIGN AN ITS USE IN CLINICAL TRIALS. , 1965, Biometrics.

[73]  P. Krishnaiah,et al.  On the simultaneous anova and manova tests , 1965 .

[74]  S. Shapiro,et al.  An Analysis of Variance Test for Normality (Complete Samples) , 1965 .

[75]  M. Schatzoff.  Sensitivity Comparisons among Tests of the General Linear Hypothesis , 1966 .

[76]  Calyampudi R. Rao,et al.  Linear statistical inference and its applications , 1965 .

[77]  C. G. Khatri,et al.  A note on a manova model applied to problems in growth curve , 1966 .

[78]  K. Jöreskog.  Some contributions to maximum likelihood factor analysis , 1967 .

[79]  D. F. Morrison,et al.  Multivariate Statistical Methods , 1968 .

[80]  K. Pillai,et al.  Power comparisons of tests of two multivariate hypotheses based on four criteria. , 1967, Biometrika.

[81]  H. Hartley.  Expectations, variances and covariances of anova mean squares by 'synthesis'. , 1967, Biometrics.

[82]  R. C. Durfee,et al.  MULTIPLE FACTOR ANALYSIS. , 1967 .

[83]  L Guttman,et al.  Nonmetric Factor Analysis: A Rank Reducing Alternative To Linear Factor Analysis. , 1967, Multivariate behavioral research.

[84]  J. MacQueen.  Some methods for classification and analysis of multivariate observations , 1967 .

[85]  H. Hartley,et al.  Maximum-likelihood estimation for the mixed analysis of variance model. , 1967, Biometrika.

[86]  C. R. Rao,et al.  Least squares theory using an estimated dispersion matrix and its application to measurement of signals , 1967 .

[87]  D. Lawley,et al.  NEW METHODS IN MAXIMUM LIKELIHOOD FACTOR ANALYSIS , 1967 .

[88]  C. R. Rao,et al.  Linear Statistical Inference and its Applications , 1968 .

[89]  M. R. Mickey,et al.  Estimation of Error Rates in Discriminant Analysis , 1968 .

[90]  B P Korin,et al.  On the distribution of a statistic used for testing a covariance matrix. , 1968, Biometrika.

[91]  S. Shapiro,et al.  A Comparative Study of Various Tests for Normality , 1968 .

[92]  R. Gnanadesikan,et al.  Probability plotting methods for the analysis of data. , 1968, Biometrika.

[93]  D. Stewart,et al.  A general canonical correlation index. , 1968, Psychological bulletin.

[94]  O. D. Duncan,et al.  Peer Influences on Aspirations: A Reinterpretation , 1968, American Journal of Sociology.

[95]  L. Gleser.  On testing a set of correlation coefficients for equality: Some asymptotic results , 1968 .

[96]  D. M. Allen,et al.  Analysis of growth and dose response curves. , 1969, Biometrics.

[97]  B. R. Rao.  Partial canonical correlations , 1969 .

[98]  K. Jöreskog.  A general approach to confirmatory maximum likelihood factor analysis , 1969 .

[99]  Efficient estimation in image factor analysis , 1969 .

[100]  N. Uhl,et al.  Predicting Shrinkage in the Multiple Correlation Coefficient , 1970 .

[101]  H. Rouanet,et al.  COMPARISON BETWEEN TREATMENTS IN A REPEATED‐MEASUREMENT DESIGN: ANOVA AND MULTIVARIATE METHODS , 1970 .

[102]  K. Jöreskog.  A general method for analysis of covariance structures , 1970 .

[103]  J. Chang,et al.  Analysis of individual differences in multidimensional scaling via an n-way generalization of “Eckart-Young” decomposition , 1970 .

[104]  Factor Analysis of the Semantic Attributes of 487 Words and Some Relationships to the Conceptual Behavior of Fifth-Grade Children. , 1970 .

[105]  Douglas M. Hawkins,et al.  Elements of Continuous Multivariate Analysis , 1969 .

[106]  Franklin A. Graybill,et al.  Extensions of the General Linear Hypothesis Model , 1970 .

[107]  K. Jöreskog.  A General Method for Estimating a Linear Structural Equation System. , 1970 .

[108]  H. Huynh,et al.  Conditions under Which Mean Square Ratios in Repeated Measurements Designs Have Exact F-Distributions , 1970 .

[109]  K. Mardia.  Measures of multivariate skewness and kurtosis with applications , 1970 .

[110]  H. Theil.  Principles of econometrics , 1971 .

[111]  S. John.  Some optimal multivariate tests , 1971 .

[112]  F. Graybill,et al.  321. Note: Tests for Interaction in the Two-Way Model with Missing Data , 1971 .

[113]  K. Gabriel,et al.  The biplot graphic display of matrices with application to principal component analysis , 1971 .

[114]  P. A. V. B. Swamy,et al.  Statistical Inference in Random Coefficient Regression Models , 1971 .

[115]  S. R. Searle.  Generalized Inverse Matrices , 1971 .

[116]  Kanti V. Mardia,et al.  The effect of nonnormality on some multivariate tests and robustness to nonnormality in the linear model , 1971 .

[117]  Joseph R. Sligo,et al.  EMPIRICAL COMPARISON OF UNIVARIATE AND MULTIVARIATE ANALYSIS OF VARIANCE PROCEDURES , 1971 .

[118]  Patrick L. Odell,et al.  Generalized Inverse Matrices , 1971 .

[119]  Yoong-Sin Lee.  Asymptotic formulae for the distribution of a multivariate test statistic: Power comparisons of certain multivariate tests , 1971 .

[120]  K. Jöreskog.  Simultaneous factor analysis in several populations , 1971 .

[121]  H. Hafs,et al.  Analysis of repeated measurements of animals. , 1971, Journal of animal science.

[122]  L. McDonald,et al.  A Multivariate Extension of Tukey's One Degree of Freedom for Non-Additivity , 1972 .

[123]  N. Sugiura.  Locally Best Invariant Test for Sphericity and the Limiting Distributions , 1972 .

[124]  Some comments on the homoscedasticity criterion M and the multivariate analysis of variance tests T2, W and R , 1972 .

[125]  D. Lindley,et al.  Bayes Estimates for the Linear Model , 1972 .

[126]  Bell Telephone,et al.  ROBUST ESTIMATES, RESIDUALS, AND OUTLIER DETECTION WITH MULTIRESPONSE DATA , 1972 .

[127]  A. Goldberger,et al.  Factor analysis by generalized least squares , 1972 .

[128]  C. R. Rao,et al.  Generalized Inverse of Matrices and its Applications , 1972 .

[129]  M. Anderberg.  HIERARCHICAL CLUSTERING METHODS , 1973 .

[130]  I. Jolliffe.  Discarding Variables in a Principal Component Analysis. Ii: Real Data , 1973 .

[131]  Michael R. Anderberg,et al.  Cluster Analysis for Applications , 1973 .

[132]  Alan L. Gross,et al.  Prediction in future samples studied in terms of the gain from selection , 1973 .

[133]  M. Browne.  Generalized Least Squares Estimators in the Analysis of Covariance Structures. , 1973 .

[134]  K. Pillai,et al.  The distribution of the sphericity test criterion , 1973 .

[135]  K. Pillai,et al.  Distribution of the likelihood ratio criterion for testing a hypothesis specifying a covariance matrix , 1973 .

[136]  S. G. Carmer,et al.  An Evaluation of Ten Pairwise Multiple Comparison Procedures by Monte Carlo Methods , 1973 .

[137]  G. Styan.  Hadamard products and multivariate statistical analysis , 1973 .

[138]  A. F. Smith.  A General Bayesian Linear Model , 1973 .

[139]  K. S. Banerjee.  Generalized Inverse of Matrices and Its Applications , 1973 .

[140]  W. Fuller,et al.  Transformations for Estimation of Linear Models with Nested-Error Structure , 1973 .

[141]  C. Radhakrishna Rao,et al.  Representations of best linear unbiased estimators in the Gauss-Markoff model with a singular dispersion matrix , 1973 .

[142]  Robin Thompson,et al.  The estimation of variance and covariance components with an application when records are subject to culling , 1973 .

[143]  D. Kleinbaum.  A generalization of the growth curve model which allows missing data , 1973 .

[144]  Michael L. Davidson,et al.  Extended linear hypotheses and simultaneous tests in multivariate analysis of variance , 1974 .

[145]  D. Bradu,et al.  Simultaneous Statistical Inference on Interactions in Two-Way Analysis of Variance , 1974 .

[146]  Morton B. Brown,et al.  The Small Sample Behavior of Some Statistics Which Test the Equality of Several Means , 1974 .

[147]  H. Akaike.  A new look at the statistical model identification , 1974 .

[148]  J. Neter,et al.  Applied linear statistical models : regression, analysis of variance, and experimental designs , 1974 .

[149]  Valerian A. Postovsky.  Effects of Delay in Oral Practice at the Beginning of Second Language Learning. , 1974 .

[150]  R. W. Wedderburn.  Quasi-likelihood functions, generalized linear models, and the Gauss-Newton method , 1974 .

[151]  Yasunori Fujikoshi,et al.  Asymptotic expansions of the non-null distributions of three statistics in GMANOVA , 1974 .

[152]  A. Sampson.  A Tale of Two Regressions , 1974 .

[153]  Haruo Yanai.  UNIFICATION OF VARIOUS TECHNIQUES OF MULTIVARIATE ANALYSIS BY MEANS OF GENERALIZED COEFFICIENT OF DETERMINATION , 1974 .

[154]  Karl G. Jöreskog,et al.  Analyzing psychological data by structural analysis of covariance matrices , 1974 .

[155]  Chester L. Olson,et al.  Comparative Robustness of Six Tests in Multivariate Analysis of Variance , 1974 .

[156]  M. Layard.  A Monte Carlo comparison of tests for equality of convariance matrices , 1974 .

[157]  Douglas M. Hawkins,et al.  The Detection of Errors in Multivariate Data Using Principal Components , 1974 .

[158]  A. Ralph Hakstian,et al.  A further comparison of oblique factor transformation methods , 1974 .

[159]  L. Hubert,et al.  Measuring the Power of Hierarchical Cluster Analysis , 1975 .

[160]  Peter A. Lachenbruch,et al.  Some unsolved practical problems in discriminant analysis , 1975 .

[161]  James E. Carlson,et al.  Analysis of Variance Through Full Rank Models. , 1975 .

[162]  A. Kshirsagar,et al.  The Teacher's Corner A Note on the Equivalency of Two Discrimination Procedures , 1975 .

[163]  Michael W. Browne,et al.  PREDICTIVE VALIDITY OF A LINEAR REGRESSION EQUATION , 1975 .

[164]  P. Krishnaiah,et al.  Approximations to the Distributions of the Likelihood Ratio Statistics for Testing Certain Structures on the Covariance Matrices of Real Multivariate Normal Populations , 1975 .

[165]  Jerry A. Hausman,et al.  An Instrumental Variable Approach to Full-Information Estimators for Linear and Non-Linear Econometric Models , 1975 .

[166]  S. J. Devlin,et al.  Robust estimation and outlier detection with correlation coefficients , 1975 .

[167]  Michael W. Browne.  A COMPARISON OF SINGLE SAMPLE AND CROSS‐VALIDATION METHODS FOR ESTIMATING THE MEAN SQUARED ERROR OF PREDICTION IN MULTIPLE LINEAR REGRESSION , 1975 .

[168]  John A. Hartigan,et al.  Clustering Algorithms , 1975 .

[169]  R. D. Bock,et al.  A multivariate correction for attenuation , 1975 .

[170]  S. Mulaik,et al.  Foundations of Factor Analysis , 1975 .

[171]  P M Bentler,et al.  Multistructure Statistical Model Applied To Factor Analysis. , 1976, Multivariate behavioral research.

[172]  David A. Harville,et al.  Extension of the Gauss-Markov Theorem to Include the Estimation of Random Effects , 1976 .

[173]  Robert L. Mason,et al.  A Comparison of Least Squares and Latent Root Regression Estimators , 1976 .

[174]  H. Huynh,et al.  Estimation of the Box Correction for Degrees of Freedom from Sample Data in Randomized Block and Split-Plot Designs , 1976 .

[175]  K. Mehrotra,et al.  Tests for Univariate and Multivariate Normality. , 1976 .

[176]  R. Maronna.  Robust $M$-Estimators of Multivariate Location and Scatter , 1976 .

[177]  Paul E. Green,et al.  Mathematical Tools for Applied Multivariate Analysis , 1976 .

[178]  D. Hawkins.  The Subset Problem in Multivariate Analysis of Variance , 1976 .

[179]  James E. Carlson,et al.  Part and bipartial canonical correlation analysis , 1976 .

[180]  Clive Payne,et al.  Exploring data structures , 1977 .

[181]  Y. Fujikoshi.  Asymptotic expansions of the distributions of the latent roots in MANOVA and the canonical correlations , 1977 .

[182]  Ernst R. Berndt,et al.  CONFLICT AMONG CRITERIA FOR TESTING HYPOTHESES IN THE MULTIVARIATE LINEAR REGRESSION MODEL , 1977 .

[183]  B. Muthén,et al.  Assessing Reliability and Stability in Panel Models , 1977 .

[184]  D. Harville.  Maximum Likelihood Approaches to Variance Component Estimation and to Related Problems , 1977 .

[185]  Ashok K. Agrawala.  Machine Recognition of Patterns , 1977 .

[186]  D. Rubin,et al.  Maximum likelihood from incomplete data via the EM - algorithm plus discussions on the paper , 1977 .

[187]  Marjorie B. McElroy,et al.  Goodness of fit for seemingly unrelated regressions: Glahn's R2y.x and Hooper's r̄2 , 1977 .

[188]  W. Krzanowski.  The Performance of Fisher's Linear Discriminant Function Under Non-Optimal Conditions , 1977 .

[189]  G. Duncan,et al.  Multivariate Analysis: With Applications in Education and Psychology. , 1977 .

[190]  MANOVA Multiple Comparisons Associated with Finite Intersection Tests. , 1978 .

[191]  N. Sugiura.  Further analysts of the data by akaike' s information criterion and the finite corrections , 1978 .

[192]  William R. Krane,et al.  Scale invariance and the factor analysis of correlation matrices , 1978 .

[193]  Ned Glick,et al.  Additive estimators for probabilities of correct classification , 1978, Pattern Recognit..

[194]  G. Schwarz.  Estimating the Dimension of a Model , 1978 .

[195]  H. Swaminathan,et al.  Scale freeness in factor analysis , 1978 .

[196]  M. Pesaran,et al.  TESTING NON-NESTED NONLINEAR REGRESSION MODELS , 1978 .

[197]  P. Dhrymes.  Mathematics for econometrics , 1978 .

[198]  J. Lincoln.  Community Structure and Industrial Conflict: An Analysis of Strike Activity in SMSAs , 1978 .

[199]  J. Gower,et al.  Methods for statistical data analysis of multivariate observations , 1977, A Wiley publication in applied statistics.

[200]  N. Campbell,et al.  The Influence Function as an Aid in Outlier Detection in Discriminant Analysis , 1978 .

[201]  Vic Barnett,et al.  Outliers in Statistical Data , 1980 .

[202]  L Stankov.  Hierarchical Factoring Based On Image Analysis And Orthoblique Rotations. , 1979, Multivariate behavioral research.

[203]  W. Krzanowski.  Between-Groups Comparison of Principal Components , 1979 .

[204]  S. D. Grove.  Computational Methods for Data Analysis , 1979 .

[205]  P. R. Krishnaiah,et al.  Some Developments on Simultaneous Test Procedures† †Part of this work was sponsored by the Air Force Flight Dynamics Laboratory, Air Force Systems Command under Grant AFOSR 77-3239. , 1979 .

[206]  C. Radhakrishna Rao,et al.  General definition and decomposition of projectors and some applications to statistical problems , 1979 .

[207]  J. Magnus,et al.  The Commutation Matrix: Some Properties and Applications , 1979 .

[208]  J. E. Jackson,et al.  Control Procedures for Residuals Associated With Principal Component Analysis , 1979 .

[209]  B. G. Quinn,et al.  The determination of the order of an autoregression , 1979 .

[210]  L. A. Goodman,et al.  Measures of association for cross classifications , 1979 .

[211]  Robert I. Jennrich,et al.  A study of algorithms for covariance structure analysis with specific comparisons using factor analysis , 1979 .

[212]  Jorge L. Mendoza,et al.  Analysis of repeated measurements. , 1979 .

[213]  B. Green.  The Two Kinds of Linear Discriminant Functions and their Relationship , 1979 .

[214]  D. A. Penfield,et al.  Nonparametric discrimination procedures for non-normal distributions , 1979 .

[215]  Trevor Breusch,et al.  Conflict among Criteria for Testing Hypotheses: Extensions and Comments , 1979 .

[216]  Steven F. Arnold,et al.  Linear Models with Exchangeably Distributed Errors , 1979 .

[217]  W. Alan Nicewander,et al.  Some symmetric, invariant measures of multivariate association , 1979 .

[218]  Yasunori Fujikoshi,et al.  Asymptotic expansions for the distributions of the sample roots under nonnormality , 1980 .

[219]  Ingram Olkin,et al.  Unbiasedness of Invariant Tests for Manova and Other Multivariate Problems , 1980 .

[220]  I. S. Alalouf.  A Multivariate Approach to a Mixed Linear Model , 1980 .

[221]  A. W. Davis.  On the effects of moderate multivariate nonnormality on Wilks's likelihood ratio criterion , 1980 .

[222]  S. Weisberg,et al.  Characterizations of an Empirical Influence Function for Detecting Influential Cases in Regression , 1980 .

[223]  Jorge L. Mendoza,et al.  A significance test for multisample sphericity , 1980 .

[224]  J. Remme,et al.  A simulative comparison of linear, quadratic and kernel discrimination , 1980 .

[225]  G. Nickless,et al.  THE ANALYSIS OF ROMANO-BRITISH POTTERY BY ATOMIC ABSORPTION SPECTROPHOTOMETRY , 1980 .

[226]  J. H. Goodnight,et al.  Tests of hypotheses in fixed effects linear models , 1980 .

[227]  P. Bentler,et al.  Significance Tests and Goodness of Fit in the Analysis of Covariance Structures , 1980 .

[228]  Adrian Pagan,et al.  The Lagrange Multiplier Test and its Applications to Model Specification in Econometrics , 1980 .

[229]  D. G. Weeks,et al.  Linear structural equations with latent variables , 1980 .

[230]  Jay Magidson,et al.  Advances in factor analysis and structural equation models , 1980 .

[231]  P. K. Ito.  7 Robustness of ANOVA and MANOVA test procedures , 1980 .

[232]  N. H. Timm.  2 Multivariate analysis of variance of repeated measurements , 1980 .

[233]  Jan R. Magnus,et al.  The Elimination Matrix: Some Lemmas and Applications , 1980, SIAM J. Algebraic Discret. Methods.

[234]  R. P. McDonald,et al.  A simple comprehensive model for the analysis of covariance structures: Some remarks on applications , 1980 .

[235]  S. Johansen,et al.  The Welch - James approximation to the distribution of the residual sum of squares in a weighted lin , 1980 .

[236]  P. Krishnaiah,et al.  16 Likelihood ratio tests for mean vectors and covariance matrices , 1980 .

[237]  Michael McAleer,et al.  Alternative Procedures and Associated Tests of Significance for Non-Nested Hypotheses , 1981 .

[238]  S. R. Searle,et al.  The Vec-Permutation Matrix, the Vec Operator and Kronecker Products: A Review , 1981 .

[239]  G. W. Milligan,et al.  A monte carlo study of thirty internal criterion measures for cluster analysis , 1981 .

[240]  Forrest W. Young,et al.  Introduction to Multidimensional Scaling: Theory, Methods, and Applications , 1981 .

[241]  Robert J. Boik,et al.  A priori tests in repeated measures designs: Effects of nonsphericity , 1981 .

[242]  S. J. Devlin,et al.  Robust Estimation of Dispersion Matrices and Principal Components , 1981 .

[243]  Alan Agresti,et al.  Measures of Nominal-Ordinal Association , 1981 .

[244]  David A. Belsley,et al.  Regression Analysis and its Application: A Data-Oriented Approach.@@@Applied Linear Regression.@@@Regression Diagnostics: Identifying Influential Data and Sources of Collinearity , 1981 .

[245]  N. Campbell,et al.  Variable selection techniques in discriminant analysis: I. Description , 1982 .

[246]  J. Ware,et al.  Random-effects models for longitudinal data. , 1982, Biometrics.

[247]  Richard A. Johnson,et al.  Applied Multivariate Statistical Analysis , 1983 .

[248]  Arjun K. Gupta.  The foundations of multivariate analysis , 1982 .

[249]  A. W. Davis.  On the Effects of Moderate Multivariate Nonnormality on Roy's Largest Root Test , 1982 .

[250]  G. Reinsel,et al.  Multivariate Repeated-Measurement or Growth Curve Models with Multivariate Random-Effects Covariance Structure , 1982 .

[251]  Patricia N. O'Brien,et al.  A monte carlo study on the robustness of four MANOVA criterion tests , 1982 .

[252]  James L. Schmidhammer,et al.  38 On the selection of variables under regression models using krishnaiah's finite intersection tests , 1982, Classification, Pattern Recognition and Reduction of Dimensionality.

[253]  Nambury S. Raju,et al.  An Evaluation of Formula-Based Population Squared Cross-Validity Estimates and Factor Score Estimates in Prediction , 1982 .

[254]  N. Campbell,et al.  Variable selection techniques in discriminant analysis: II. Allocation , 1982 .

[255]  A. Khuri.  Direct products: a powerful tool for the analysis of balanced data , 1982 .

[256]  P. R. Krishnaiah,et al.  41 Selection of variables in discriminant analysis , 1982, Classification, Pattern Recognition and Reduction of Dimensionality.

[257]  Charles E. McCulloch,et al.  Symmetric Matrix Derivatives with Applications , 1982 .

[258]  R. Muirhead.  Aspects of Multivariate Statistical Theory , 1982, Wiley Series in Probability and Statistics.

[259]  Stephen L. Koffler,et al.  Nonparametric classification based upon inverse normal scores and rank transformations , 1982 .

[260]  N. Campbell.  Robust Procedures in Multivariate Analysis II. Robust Canonical Variate Analysis , 1982 .

[261]  J. Royston.  An Extension of Shapiro and Wilk's W Test for Normality to Large Samples , 1982 .

[262]  S. R. Searle,et al.  Matrix Algebra Useful for Statistics , 1982 .

[263]  A. Buse.  The Likelihood Ratio, Wald, and Lagrange Multiplier Tests: An Expository Note , 1982 .

[264]  J. Ramsay.  Some Statistical Approaches to Multidimensional Scaling Data , 1982 .

[265]  M. McAleer.  Exact tests of a model against nonnested alternatives , 1983 .

[266]  H. I. Patel.  Use of baseline measurements in the two-period crossover design , 1983 .

[267]  Peter M. Bentler,et al.  Covariance Structures Under Polynomial Constraints: Applications to Correlation and Alpha-Type Structural Models , 1983 .

[268]  W. Y. Tan,et al.  On approximating a linear combination of central wishart matrices with positive coefficients , 1983 .

[269]  Heinz Kres.  Statistical Tables for Multivariate Analysis: A Handbook with References to Applications , 1983 .

[270]  M. Srivastava,et al.  Asymptotic non-null distribution for the locally most powerful invariant test for sphericity , 1983 .

[271]  R. Sparks,et al.  The multivariate Cp , 1983 .

[272]  Leslie Godfrey,et al.  Tests of non-nested regression models: Small sample adjustments and Monte Carlo evidence , 1983 .

[273]  B. Efron,et al.  A Leisurely Look at the Bootstrap, the Jackknife, and , 1983 .

[274]  D. R. Thomas,et al.  Univariate repeated measures techniques applied to multivariate data , 1983 .

[275]  P. McCullagh,et al.  Generalized Linear Models , 1984 .

[276]  F. Graybill,et al.  Matrices with Applications in Statistics. , 1984 .

[277]  Brian Everitt,et al.  An Introduction to Latent Variable Models , 1984 .

[278]  James R. Schott,et al.  A multivariate one-way classification model with random effects , 1984 .

[279]  R. Engle.  Wald, likelihood ratio, and Lagrange multiplier tests in econometrics , 1984 .

[280]  P. M. E. Altham,et al.  Improving the Precision of Estimation by Fitting a Model , 1984 .

[281]  Keith E. Muller,et al.  Practical methods for computing power in testing the multivariate general linear hypothesis , 1984 .

[282]  B. Muthén.  A general structural equation model with dichotomous, ordered categorical, and continuous latent variable indicators , 1984 .

[283]  R. P. McDonald,et al.  Some algebraic properties of the Reticular Action Model for moment structures. , 1984, The British journal of mathematical and statistical psychology.

[284]  William D. Berry.  Nonrecursive Causal Models , 1984 .

[285]  P. Harris.  An alternative test for multisample sphericity , 1984 .

[286]  R. Clarke,et al.  Theory and Applications of Correspondence Analysis , 1985 .

[287]  D. Pollock,et al.  Identification of linear stochastic models with covariance restrictions , 1986 .

[288]  Gregory C. Reinsel,et al.  Estimation and Prediction in a Multivariate Random Effects Generalized Linear Model , 1984 .

[289]  M. Browne.  Asymptotically distribution-free methods for the analysis of covariance structures. , 1984, The British journal of mathematical and statistical psychology.

[290]  O. D. Duncan,et al.  Linear statistical models and related methods , 1984 .

[291]  P. Krishnaiah,et al.  Tests for independence of two multivariate regression equations with different design matrices , 1984 .

[292]  Roderick P. McDonald,et al.  Factor Analysis and Related Methods , 1985 .

[293]  S. Looney,et al.  Use of the Correlation Coefficient with Normal Probability Plots , 1985 .

[294]  J. S. Tanaka,et al.  A fit index for covariance structure models under arbitrary GLS estimation , 1985 .

[295]  J. Page.  Error-Rate Estimation in Discriminant Analysis , 1985 .

[296]  Kenneth A. Bollen,et al.  Uniqueness does not Imply Identification , 1985 .

[297]  R. R. Hocking.  The analysis of linear models , 1985 .

[298]  Vernon M. Chinchilli,et al.  A mixture of the manova and gmanova models , 1985 .

[299]  Robert Pavur,et al.  A new statistic in the one-way multivariate analysis of variance , 1985 .

[300]  R. Gittins,et al.  Canonical Analysis: A Review with Applications in Ecology , 1985 .

[301]  W. Zucchini,et al.  On variable selection in multivariate regression , 1985 .

[302]  早川 毅,et al.  Modern multivariate statistical analysis : a graduate course and handbook , 1985 .

[303]  T. W. Anderson.  An Introduction to Multivariate Statistical Analysis, 2nd Edition. , 1985 .

[304]  G. W. Milligan,et al.  An examination of procedures for determining the number of clusters in a data set , 1985 .

[305]  Gregory C. Reinsel,et al.  Mean Squared Error Properties of Empirical Bayes Estimators in a Multivariate Random Effects General Linear Model , 1985 .

[306]  T. Kariya.  Testing in the multivariate general linear model , 1985 .

[307]  Henry E. Brady.  Statistical consistency and hypothesis testing for nonmetric multidimensional scaling , 1985 .

[308]  Yasuo Amemiya,et al.  What Should be Done When an Estimated between-Group Covariance Matrix is not Nonnegative Definite? , 1985 .

[309]  André I. Khuri,et al.  A Test for Lack of Fit of a Linear Multiresponse Model , 1985 .

[310]  G. W. Milligan,et al.  A Study of the Comparability of External Criteria for Hierarchical Cluster Analysis. , 1986, Multivariate behavioral research.

[311]  D. G. Nel,et al.  A solution to the multivariate behrens-fisher problem , 1986 .

[312]  David R. Heise.  Estimating Nonlinear Models , 1986 .

[313]  H. I. Patel.  Analysis of repeated measures designs with changing covariates in clinical trials , 1986 .

[314]  Peter M. Bentler,et al.  Structural modeling and psychometrika: An historical perspective on growth and achievements , 1986 .

[315]  Robert C. MacCallum,et al.  SPECIFICATION SEARCHES IN COVARIANCE STRUCTURE MODELING , 1986 .

[316]  P. Sen,et al.  Nonparametric Methods in General Linear Models. , 1986 .

[317]  R. Jennrich,et al.  Unbalanced repeated-measures models with structured covariance matrices. , 1986, Biometrics.

[318]  Cheng Hsiao,et al.  Analysis of Panel Data , 1987 .

[319]  Ronald A. Thisted,et al.  Elements of statistical computing , 1986 .

[320]  Jan de Leeuw,et al.  A special Jackknife for Multidimensional Scaling , 1986 .

[321]  I. T. Jolliffe,et al.  Generalizations and Adaptations of Principal Component Analysis , 1986 .

[322]  K. Liang,et al.  Asymptotic Properties of Maximum Likelihood Estimators and Likelihood Ratio Tests under Nonstandard Conditions , 1987 .

[323]  A Generalization of the GMANOVA‐Model , 1987 .

[324]  S. Bull,et al.  The Efficiency of Multinomial Logistic Regression Compared with Multiple Group Discriminant Analysis , 1987 .

[325]  Distribution of multivariate quadratic forms under certain covariance structures , 1987 .

[326]  N. Laird,et al.  Maximum likelihood computations with repeated measures: application of the EM algorithm , 1987 .

[327]  A graphical procedure for comparing the principal components of several covariance matrices , 1987 .

[328]  D. Freedman.  As Others See Us: A Case Study in Path Analysis , 1987 .

[329]  H. Goldstein.  Multilevel Statistical Models , 2006 .

[330]  Willem E. Saris,et al.  The Detection and Correction of Specification Errors in Structural Equation Models , 1987 .

[331]  Peter J. Rousseeuw,et al.  Robust Regression and Outlier Detection , 2005, Wiley Series in Probability and Statistics.

[332]  C. D. Kemp,et al.  Density Estimation for Statistics and Data Analysis , 1987 .

[333]  E. Vonesh,et al.  Efficient inference for random-coefficient growth curve models with unbalanced data. , 1987, Biometrics.

[334]  A. Sampson,et al.  Simultaneous confidence intervals for the general linear model , 1987 .

[335]  H. Bozdogan.  Model selection and Akaike's Information Criterion (AIC): The general theory and its analytical extensions , 1987 .

[336]  Forrest W. Young.  Multidimensional Scaling: History, Theory, and Applications , 1987 .

[337]  J. Algina,et al.  Type I Error Rates for Yao’s and James Tests of Equality of Mean Vectors Under VarianceCovariance Heteroscedasticity , 1988 .

[338]  Robert J. Boik,et al.  The mixed model for multivariate repeated measures: validity conditions and an approximate test , 1988 .

[339]  R. Little.  A Test of Missing Completely at Random for Multivariate Data with Missing Values , 1988 .

[340]  W. N. Venables,et al.  An extension of the growth curve model , 1988 .

[341]  S. Chatterjee.  Sensitivity analysis in linear regression , 1988 .

[342]  Wayne A. Fuller,et al.  Measurement Error Models , 1988 .

[343]  Jan L. A. van Rijckevorsek,et al.  Component and correspondence analysis: dimension reduction by functional approximation , 1988 .

[344]  K. Jöreskog.  Analysis of Covariance Structures , 1988 .

[345]  Testing the equality of the smallest latent roots of a correlation matrix , 1988 .

[346]  Alvin C. Rencher,et al.  On the use of correlations to interpret canonical functions , 1988 .

[347]  D. Bates,et al.  Newton-Raphson and EM Algorithms for Linear Mixed-Effects Models for Repeated-Measures Data , 1988 .

[348]  Roger A. Sugden,et al.  Multiple Imputation for Nonresponse in Surveys , 1988 .

[349]  A. Kshirsagar.  A NOTE ON MULTIVARIATE LINEAR MODELS WITH NON‐ADDITIVITY , 1988 .

[350]  J. L. Hodges,et al.  Discriminatory Analysis - Nonparametric Discrimination: Consistency Properties , 1989 .

[351]  Thomas Mathew,et al.  MANOVA in the multivariate components of variance model , 1989 .

[352]  M. Browne,et al.  Single Sample Cross-Validation Indices for Covariance Structures. , 1989, Multivariate behavioral research.

[353]  Roderick J. A. Little,et al.  Statistical Analysis with Missing Data , 1988 .

[354]  Wojtek J. Krzanowski,et al.  ON SELECTING VARIABLES AND ASSESSING THEIR PERFORMANCE IN LINEAR DISCRIMINANT ANALYSIS , 1989 .

[355]  Peter M. Bentler,et al.  EQS : structural equations program manual , 1989 .

[356]  R. Tibshirani,et al.  Linear Smoothers and Additive Models , 1989 .

[357]  D. Rosen.  Maximum likelihood estimators in multivariate linear normal models , 1989 .

[358]  C Gatsonis,et al.  Multiple correlation: exact power and sample size calculations. , 1989, Psychological bulletin.

[359]  David M. Rocke.  Bootstrap Bartlett Adjustment in Seemingly Unrelated Regression , 1989 .

[360]  A. Tamhane,et al.  Multiple Comparison Procedures , 1989 .

[361]  L. Ryan,et al.  ASSESSING NORMALITY IN RANDOM EFFECTS MODELS , 1989 .

[362]  G. Dunteman.  Principal Components Analysis , 1989 .

[363]  Dayanand N. Naik,et al.  Detection of influential observations in multivariate regression , 1989 .

[364]  S. Mulaik,et al.  EVALUATION OF GOODNESS-OF-FIT INDICES FOR STRUCTURAL EQUATION MODELS , 1989 .

[365]  Ronald Christensen,et al.  Lack-of-Fit Tests Based on Near or Exact Replicates , 1989 .

[366]  P. Bentler,et al.  Comparative fit indexes in structural models. , 1990, Psychological bulletin.

[367]  A. Romney,et al.  Metric Scaling: Correspondence Analysis , 1990 .

[368]  Ulf Böckenholt,et al.  Canonical analysis of contingency tables with linear constraints , 1990 .

[369]  V. Chinchilli,et al.  Diagnostics for identifying influential cases in manova , 1990 .

[370]  Roy T. St. Laurent,et al.  The Equivalence of the Milliken—Graybill Procedure and the Score Test , 1990 .

[371]  W. Härdle.  Applied Nonparametric Regression , 1991 .

[372]  J. W. Neill,et al.  Testing for lack of fit in linear multiresponse models based on exact or near replicates , 1990 .

[373]  A. C. Rencher,et al.  Assessing the contribution of individual variables following rejection of a multivariate hypothesis , 1990 .

[374]  M. Hill,et al.  NONLINEAR MULTIVARIATE ANALYSIS , 1990 .

[375]  Wolfgang Härdle,et al.  Applied Nonparametric Regression: The kernel method , 1990 .

[376]  Richard K. Burdick,et al.  Confidence intervals on linear combinations of variance components that are unrestricted in sign , 1990 .

[377]  R. P. McDonald,et al.  Structural Equations with Latent Variables , 1989 .

[378]  D. Kaplan.  Evaluating and Modifying Covariance Structure Models: A Review and Recommendation. , 1990, Multivariate behavioral research.

[379]  A. Fielding.  Sensitivity Analysis in Linear Regression , 1990 .

[380]  S. Hershberger,et al.  A Simple Rule for Generating Equivalent Models in Covariance Structure Modeling. , 1990, Multivariate behavioral research.

[381]  D. Naik.  Prediction intervals for growth curves , 1990 .

[382]  Shayle R. Searle,et al.  Linear Models for Unbalanced Data. , 1990 .

[383]  Henry F. Kaiser,et al.  Some Contrasts Between Maximum Likelihood Factor Analysis and Alpha Factor Analysis , 1990 .

[384]  James A. Calvin,et al.  Maximum Likelihood Estimation of a Set of Covariance Matrices Under Lowner Order Restrictions with Applications to Balanced Multivariate Variance Components Models , 1991 .

[385]  Robert J. Boik,et al.  Scheffés mixed model for multivariate repeated measures:a relative efficiency evaluation , 1991 .

[386]  P. Rousseeuw,et al.  Breakdown Points of Affine Equivariant Estimators of Multivariate Location and Covariance Matrices , 1991 .

[387]  A. Goldberger.  A course in econometrics , 1991 .

[388]  T. C. Oshima,et al.  Robustness of Yao’s, James’, and Johansen’s Tests Under Variance-Covariance Heteroscedasticity and Nonnormality , 1991 .

[389]  R. Dykstra,et al.  Least Squares Estimation of Covariance Matrices in Balanced Multivariate Variance Components Models , 1991 .

[390]  Michael Friendly,et al.  SAS System for Statistical Graphics,First Edition , 1991 .

[391]  Y. Takane,et al.  Principal component analysis with external information on both subjects and variables , 1991 .

[392]  J. D. Jobson,et al.  Regression and experimental design , 1991 .

[393]  J. Magnus,et al.  Matrix Differential Calculus with Applications in Statistics and Econometrics , 1991 .

[394]  Dietrich von Rosen,et al.  The growth curve model: a review , 1991 .

[395]  Ronald Christensen,et al.  Case-deletion diagnostics for mixed models , 1992 .

[396]  K. Muller,et al.  Power Calculations for General Linear Multivariate Models Including Repeated Measures Applications. , 1992, Journal of the American Statistical Association.

[397]  G. McLachlan.  Discriminant Analysis and Statistical Pattern Recognition , 1992 .

[398]  Dallas E. Johnson,et al.  Analysis of messy data , 1992 .

[399]  Robert F. Ling,et al.  General Classes of Influence Measures for Multivariate Regression , 1992 .

[400]  Seong-Ju Kim.  A practical solution to the multivariate Behrens-Fisher problem , 1992 .

[401]  J. Meulman.  The integration of multidimensional scaling and multivariate analysis with optimal transformations , 1992 .

[402]  P. Royston.  Approximating the Shapiro-Wilk W-test for non-normality , 1992 .

[403]  J. D. Jobson,et al.  Categorical and multivariate methods , 1992 .

[404]  A. C. Davison,et al.  On the bias and variability of bootstrap and cross-validation estimates of error rate in discrimination problems , 1992 .

[405]  Yoshio Takane,et al.  Canonical correlation analysis with linear constraints , 1992 .

[406]  H. I. Patel,et al.  Analysis of a multicenter trial using a multivariate approach to a mixed linear model , 1992 .

[407]  D. W. Scott,et al.  Multivariate Density Estimation, Theory, Practice and Visualization , 1992 .

[408]  Roderick J. A. Little.  Regression with Missing X's: A Review , 1992 .

[409]  R. Kirk,et al.  Power Comparisons of Eight Tests for Sphericity in Repeated Measures Designs , 1992 .

[410]  Jean-Marie Dufour,et al.  Nonlinear models, rescaling and test invariance , 1992 .

[411]  R. MacCallum,et al.  Model modifications in covariance structure analysis: the problem of capitalization on chance. , 1992, Psychological bulletin.

[412]  Anthony S. Bryk,et al.  Hierarchical Linear Models: Applications and Data Analysis Methods , 1992 .

[413]  J. MacKinnon,et al.  Estimation and inference in econometrics , 1994 .

[414]  Ian T. Jolliffe.  10. Exploratory and Multivariate Data Analysis , 1993 .

[415]  Dietrich von Rosen.  Uniqueness conditions for maximum likelihood estimators in a multivariate linear model , 1993 .

[416]  B. Everitt,et al.  Modelling Covariances and Latent Variables Using EQS , 1993 .

[417]  Lisa M. Lix,et al.  Testing Repeated Measures Hypotheses When Covariance Matrices are Heterogeneous , 1993 .

[418]  Tonghui Wang,et al.  Multivariate versions of Cochran's theorems II , 1993 .

[419]  Andrae I. Khuri,et al.  Advanced Calculus with Applications in Statistics , 2003 .

[420]  T. Mathew,et al.  Hypotheses tests for variance components in some multivariate mixed models , 1993 .

[421]  Jorge Luis Romeu,et al.  A comparative study of goodness-of-fit tests for multivariate normality , 1993 .

[422]  Shizuhiko Nishisato,et al.  Elements of Dual Scaling: An Introduction To Practical Data Analysis , 1993 .

[423]  Keith E. Muller,et al.  Unified power analysis for t-tests through multivariate hypotheses. , 1993 .

[424]  T. Park,et al.  Equivalence of maximum likelihood estimation and iterative two-stage estimation for seemingly unrelated regression models , 1993 .

[425]  D L Streiner,et al.  An Introduction to Multivariate Statistics , 1993, Canadian journal of psychiatry. Revue canadienne de psychiatrie.

[426]  A. Gifi,et al.  NONLINEAR MULTIVARIATE ANALYSIS , 1990 .

[427]  Yasunori Fujikoshi,et al.  Two-way ANOVA models with unbalanced data , 1993, Discret. Math..

[428]  C. Schwarz.  The mixed-model ANOVA: the truth, the computer packages, the books. Part I: balanced data , 1993 .

[429]  A. Ehrenberg,et al.  The Design of Replicated Studies , 1993 .

[430]  Nicholas T. Longford.  Regression analysis of multilevel data with measurement error , 1993 .

[431]  A. D. Gordon,et al.  Correspondence Analysis Handbook. , 1993 .

[432]  C. S. Davis,et al.  A test of the missing data mechanism for repeated categorical data. , 1993, Biometrics.

[433]  T. Mathew,et al.  Improved Nonnegative Estimation of Variance Components in Balanced Multivariate Mixed Models , 1994 .

[434]  Larry J. Williams,et al.  Parsimony‐based fit indices for multiple‐indicator models: Do they work? , 1994 .

[435]  Santiago Velilla,et al.  A Discriminant Rule Under Transformation , 1994 .

[436]  J. Booth,et al.  Resampling-Based Multiple Testing. , 1994 .

[437]  Andrzej T. Galecki,et al.  General class of covariance structures for two or more repeated factors in longitudinal data analysis , 1994 .

[438]  Alexander Basilevsky,et al.  Statistical Factor Analysis and Related Methods , 1994 .

[439]  Some Alternative Approximate Tests for a Split Plot Design. , 1994, Multivariate behavioral research.

[440]  K. Tsui,et al.  Identification and Quantification in Multivariate Quality Control Problems , 1994 .

[441]  Chih-Ling Tsai,et al.  MODEL SELECTION FOR MULTIVARIATE REGRESSION IN SMALL SAMPLES , 1994 .

[442]  Russ Wolfinger,et al.  Computing Gaussian Likelihoods and Their Derivatives for General Linear Mixed Models , 1994, SIAM J. Sci. Comput..

[443]  J. Brian Gray,et al.  A computational framework for variable selection in multivariate regression , 1994 .

[444]  D. G. Nel,et al.  A Test to Determine Closeness of Multivariate Satterthwaite's Approximation , 1994 .

[445]  C. J. Huberty,et al.  Applied Discriminant Analysis , 1994 .

[446]  D. Stram,et al.  Variance components testing in the longitudinal mixed effects model. , 1994, Biometrics.

[447]  A. Vaish.  Invariance Properties of Statistical Tests for Dependent Observations , 1994 .

[448]  Yasuo Amemiya,et al.  Multivariate Mixed Model Analysis , 2019, Applied Mixed Model Analysis.

[449]  Michael McAleer,et al.  The significance of testing empirical non-nested models , 1995 .

[450]  Roger E. Kirk,et al.  Experimental design: Procedures for the behavioral sciences (3rd ed.). , 1995 .

[451]  Gary G. Koch,et al.  Categorical Data Analysis Using The SAS1 System , 1995 .

[452]  A. C. Rencher.  Methods of multivariate analysis , 1995 .

[453]  N H Timm.  Simultaneous Inference Using Finite Intersection Tests: A Better Mousetrap. , 1995, Multivariate behavioral research.

[454]  G. Reinsel.  Elements of Multivariate Time Series Analysis , 1995 .

[455]  Marie Davidian,et al.  Nonlinear Models for Repeated Measurement Data , 1995 .

[456]  Jan de Leeuw,et al.  Component analysis with different sets of constraints on different dimensions , 1995 .

[457]  Stephen Warwick Looney,et al.  How to Use Tests for Univariate Normality to Assess Multivariate Normality , 1995 .

[458]  K. Yuan,et al.  Test of linear trend in eigenvalues of a covariance matrix with application to data analysis. , 1996, The British journal of mathematical and statistical psychology.

[459]  E. Ziegel,et al.  Basic Principles of Structural Equation Modelling , 1996 .

[460]  J. Algina,et al.  New Test Statistics for MANOVA/Descriptive Discriminant Analysis , 1996 .

[461]  R. Littell.  SAS System for Mixed Models , 1996 .

[462]  John B. Willett,et al.  Cross-Domain Analyses of Change Over Time: Combining Growth Modeling and Covariance Structure Analysis , 1996 .

[463]  R. MacCallum,et al.  Power analysis and determination of sample size for covariance structure modeling. , 1996 .

[464]  Neil H. Timm,et al.  Multivariate Quality Control Using Finite Intersection Tests , 1996 .

[465]  Bengt Muthén,et al.  Growth Modeling with Binary Responses , 1996 .

[466]  C. Heckler.  A Step-by-Step Approach to Using the SAS™ System for Factor Analysis and Structural Equation Modeling , 1996 .

[467]  Considerations in the Revisiting Olympic Track Records: Some Practical Principal Component Analysis , 1996 .

[468]  W. G. S. Hines,et al.  Pragmatics of Pooling in ANOVA Tables , 1996 .

[469]  Hal S. Stern,et al.  Neural networks in applied statistics , 1996 .

[470]  E. Vonesh,et al.  Linear and Nonlinear Models for the Analysis of Repeated Measurements , 1996 .

[471]  J. Douglas Carroll,et al.  An equivalence relation between correspondence analysis and classical metric multidimensional scaling for the recovery of Euclidean distances , 1997 .

[472]  Bernard D. Flury,et al.  Why Multivariate Statistics , 1997 .

[473]  Analysing multivariate repeated measures designs when covariance matrices are heterogeneous , 1997 .

[474]  D. Street,et al.  The Cgmanova Model , 1997 .

[475]  Bengt Muthén,et al.  Latent Variable Growth Modeling with Multilevel Data , 1997 .

[476]  William F. Christensen,et al.  A comparison of type i error rates and power levels for seven solutions to the multivariate behrens-fisher problem , 1997 .

[477]  R. MacCallum,et al.  Studying Multivariate Change Using Multilevel Models and Latent Curve Models. , 1997, Multivariate behavioral research.

[478]  D. G. Nel.  Tests for Equality of Parameter Matrices in Two Multivariate Linear Models , 1997 .

[479]  Nambury S. Raju,et al.  Methodology Review: Estimation of Population Validity and Cross-Validity, and the Use of Equal Weights in Prediction , 1997 .

[480]  Dayanand N. Naik,et al.  Applied Multivariate Statistics with SAS Software , 1997 .

[481]  David E. Booth,et al.  Multivariate statistical inference and applications , 1997 .

[482]  Yeow Meng Thum,et al.  Hierarchical Linear Models for Multivariate Outcomes , 1997 .

[483]  J. Friedman,et al.  Predicting Multivariate Responses in Multiple Linear Regression , 1997 .

[484]  Joseph L Schafer,et al.  Analysis of Incomplete Multivariate Data , 1997 .

[485]  Geert Molenberghs,et al.  Linear Mixed Models in Practice: A SAS-Oriented Approach , 1997 .

[486]  D. Harville.  Matrix Algebra From a Statistician's Perspective , 1998 .

[487]  Judith D. Singer,et al.  Using SAS PROC MIXED to Fit Multilevel Models, Hierarchical Models, and Individual Growth Models , 1998 .

[488]  Carlos A. Coelho,et al.  The Generalized Integer Gamma Distribution A Basis for Distributions in Multivariate Statistics , 1998 .

[489]  Robert J. Boik,et al.  A Local Parameterization of Orthogonal and Semi-Orthogonal Matrices with Applications , 1998 .

[490]  M. Srivastava,et al.  Outliers in Multivariate Regression Models , 1998 .

[491]  J L Schafer,et al.  Multiple Imputation for Multivariate Missing-Data Problems: A Data Analyst's Perspective. , 1998, Multivariate behavioral research.

[492]  G. Reinsel,et al.  Multivariate Reduced-Rank Regression: Theory and Applications , 1998 .

[493]  Michael Greenacre,et al.  Visualization of Categorical Data , 1998 .

[494]  A. McQuarrie,et al.  Regression and Time Series Model Selection , 1998 .

[495]  Edward E. Rigdon,et al.  Advanced Structural Equation Modeling: Issues and Techniques , 1998 .

[496]  Jan de Leeuw,et al.  Introducing Multilevel Modeling , 1998 .

[497]  B. Muthén,et al.  A Bayesian approach to nonlinear latent variable models using the Gibbs sampler and the metropolis-hastings algorithm , 1998 .

[498]  Ke-Hai Yuan,et al.  F Tests for Mean and Covariance Structure Analysis , 1999 .

[499]  M. Srivastava,et al.  Improved nonnegative estimation of multivariate components of variance , 1999 .

[500]  E. Ziegel,et al.  Univariate and Multivariate General Linear Models , 1999 .

[501]  Standard Errors for Matrix Correlations. , 1999, Multivariate behavioral research.

[502]  J. R. Koehler,et al.  Modern Applied Statistics with S-Plus. , 1996 .

[503]  Kwan Lee.  The Analysis of Proximity Data , 1999, Technometrics.

[504]  M. Bilodeau,et al.  Theory of multivariate statistics , 1999 .

[505]  D. Voss.  Resolving the Mixed Models Controversy , 1999 .

[506]  J. Jobson,et al.  Applied Multivariate Data Analysis: Regression and Experimental Design , 1999 .

[507]  K. Jöreskog,et al.  LISREL 8: New Statistical Features , 1999 .

[508]  N H Timm,et al.  Testing Multivariate Effect Sizes in Multiple-Endpoint Studies. , 1999, Multivariate behavioral research.

[509]  R. Scheines,et al.  Bayesian estimation and testing of structural equation models , 1999 .

[510]  Dean M. Young,et al.  Independence Distribution Preserving Covariance Structures for the Multivariate Linear Model , 1999 .

[511]  S. N. Elian.  Simple Forms of the Best Linear Unbiased Predictor in the General Linear Regression Model , 2000 .

[512]  J. Pearl.  Causality: Models, Reasoning and Inference , 2000 .

[513]  Applied Multivariate Statistics With SAS® Software , 2000 .

[514]  A. P. Dawid,et al.  Causal inference without counterfactuals (with Discussion) , 2000 .

[515]  Helen Brown,et al.  Applied Mixed Models in Medicine , 2000, Technometrics.

[516]  Kenny Q. Ye.  Statistical Tests for Mixed Linear Models , 2000, Technometrics.

[517]  A. E. Hoerl,et al.  Ridge regression: biased estimation for nonorthogonal problems , 2000 .

[518]  Ravindra Khattree,et al.  Multivariate Data Reduction and Discrimination With SAS® Software , 2001 .

[519]  D. Kaplan.  Structural Equation Modeling: Foundations and Extensions , 2000 .

[520]  Duarte Silva.  Discarding variables in principal component analysis: algorithms for all-subsets comparisons based on the RV coefficient , 2000 .

[521]  Denis G. Janky,et al.  Sometimes Pooling for Analysis of Variance Hypothesis Tests: A Review and Study of a Split-Plot Model , 2000 .

[522]  N. H. Timm,et al.  TESTING MODEL SPECIFICATION IN SEEMINGLY UNRELATED REGRESSION MODELS , 2001 .

[523]  Dayanand N. Naik,et al.  Analysis of multivariate repeated measures data with a Kronecker product structured covariance matrix , 2001 .

[524]  Monica C. Jackson,et al.  Introduction to the Practice of Statistics , 2001 .

[525]  S. R. Searle,et al.  Generalized, Linear, and Mixed Models , 2005 .

[526]  James H. Steiger,et al.  Driving Fast in Reverse , 2001 .

[527]  Y. Takane,et al.  Generalized Constrained Canonical Correlation Analysis , 2002 .

[528]  A. Rigby.  Cross‐over Trials in Clinical Research , 2003 .