Compstat: Proceedings in Computational Statistics, 9th Symposium Held at Dubrovnik, Yugoslavia, 1990

ISBN-13: 9783790804751 / Angielski / Miękka / 1990 / 336 str.

Konstantin Momirovic; Vesna Mildner

Opis

These papers are, formally, software descriptions, but it was agreed by the Program Committee that they should be included in a separate section entitled "Notes About New Developments in Statistical Software", due to their significance for current trends in computational statistics.

Spis treści

Classification.- Stochastic Algorithms for Clustering.- A Classification Algorithm for Binary Observations Based on Euclidean Representations of Hypergraphs.- Agglomerative Hierarchical Multicriteria Clustering using Decision Rules.- GLIMTREE:RECPAM Trees with the Generalized Linear Model.- Algorithms and statistical software.- BOJA: A Program for Bootstrap and Jackknife.- Prototyping Dynamic Graphics Functions in S.- Programming Languages for Statistical Computation.- Expert systems in statistics.- Statistical Knowledge-Based Systems — Critical Remarks and Requirements for Approval.- New Approach To GUHA-Method from the Reliability Viewpoint.- Classifying Documents: A Discriminant Analysis and an Expert System Work Together.- Estimation Procedures for Language Context: Poor Estimates are Worse than None.- Knowledge Modelling for Statistical Consultation Systems; Two Empirical Studies.- An Expert System Strategy for Selecting Interesting Results.- Computer Assisted Interpretation of Conditional Independence Graphs.- WAMASTEX — Heuristic Guidance for Statistical Analysis.- Multivariate data analysis and model building.- On Model Search Methods.- Principal Components Analysis with Respect to Instrumental Variables via Univariate Splines.- Selecting the Best Subset of Variables in Principal Component Analysis.- Interesting Projections of Multidimensional Data by Means of Generalized Principal Component Analyses.- Maximum Likelihood Estimation of Mixed Linear and Multiplicative Models for Contingency Tables Using Distan.- Alternate Forms of Graphical Modelling — A Comparison.- Exact Significance Testing by the Method of Control Variates.- Testing Collapsibility of Hierarchical Loglinear Models for Contingency Tables.- The Generalised Biplot: Software Potential.- Exploratory Approach and Maximum Likelihood Estimation of Models for Non Symmetrical Analysis of Two-Way Multiple Contingency Tables.- An Orthogonal Procrustes Rotation Procedure for Multiple Correspondence Analysis.- Optimization techniques and nonlinear models.- Optimization in Statistics — Recent Trends.- Fitting Non Linear Models with Two Components of Error.- Computing for robust statistics.- Some Proposals for Fast HBD Regression.- Robust Selection of Variables in the Discriminant Analysis Based on MVE and MCD Estimators.- Interactively Computing Robust Covariance Matrices.- Sensitivity Analysis in Factor Analysis: Methods and Software.- Influence Functions of Eigenvalues and Eigenvectors in Multidimensional Data Analysis.- Algorithms for Non-Linear Huber Estimation.- Statistics and database management.- Co-Operative Processing — A Challenge for Statistics and Database Management.- A Structured Language for Modelling Statistical Data.- Time dependent models.- Spectral Analysis of Non-Stationary Time Series.- ARMA Simulator for Testing Methods of Process Diagnostic.- Statistical Inference in an Extremal Markovian Model.- Interpretation of Spectral Estimation Results for Nonstationary Signals.- An Automated Method for Trend Analysis.- Analysis of spatial data.- A Test of Spatial Isotropy.- Computational inference.- Characteristics of Sequential Sampling Plans for Attributes: Algorithms for Exact Computing.- Exact Experimental Designs via Stochastic Optimization for Nonlinear Regression Models.- A Comparison of Algorithms for Combination of Information in Generally Balanced Designs.- A Comparison of Non-Negative Estimators for Ratios of Variance Components.- Optimal Fit in Non-Parametric Modelling via Computationally Intensive Inference.- Notes about new developments in statistical software.- Statistical Models in S.- GLIM4 — Developments in Model Fitting.- Address list of authors.