COMPSTAT 1984 Proceedings in Computational Statistics [Paperback]

Roots of Computational Statistics.- Roots of Computational Statistics.- Computational Statistics in Random Processes.- New Algorithmic Developments for Estimation Problems in Time Series.- Parameter Estimation and Order Determination of a Multivariate Autoregressive Process.- On Fast Algorithms for Several Problems in Time Series Models.- Computational Aspects of Robustness.- Robustness in Parametric and Non-Parametric Regression Estimation: An Investigation by Computer Simulations.- CEVOPE  a Program for Finding Conservative Estimates of the Variances of Regression Parameter Estimators when Errors are Serially Correlated.- Robustness of Gumbel Statistic for Distribution Functions in the Domain of Attraction of a Type I Distribution of Largest Values.- Asymptotic Distribution of the Roots of a Correlation Matrix.- New Topics in Robust Statistics with Applications.- Boundary Effects in Nonparametric Curve Estimation Models.- Monte Carlo Analysis of Variance.- Computational Graphics in Statistical Data Analysis.- Graphical Methods for the Manipulation and Solution of Systems of Linear Equations.- DISTEP  Dynamic Interactive Statistical Teaching Package.- Various Statistical and Data Analytic Methods.- Local and Partial Principal Component Analysis (PCA) and Correspondence Analysis (CA).- Hierarchical Inference.- An Interactive Multiple Criteria Approch to finding subjective Principal Components.- Algorithms of Discriminant Analysis Using Parameter Restrictions for Diminishing the Error Rate.- Constrained Multidimensional Scaling: more directions than Dimensions.- A Review of Fast Techniques for Nearest Neighbour Searching.- A Study of Selection Criteria for Constructing Identification Keys.- Barycenter of a Set of Probability Measures and its Application in Statistical Decision.- POSCON  a Decision-Support System in Diagnosis and Prognosis Based on a Statistical Approach.- Simulated Powers Under Two Different Approximations to the Exact Distribution of MRPP Statils’