Computational Statistics : Volume 2: Proceedings of the 10th Symposium on Computational Statistics, COMPSTAT, Neuchâtel, Switzerland, August 1992

Online-Ressource (X, 440p. 97 illus)

online resource

PrologueIssues in Computational Data Analysis -- I. Programming Environments -- Editorial Interface in Statistical Computing and Related Areas -- Inside ESIA: An Open and Self-Consistent Knowledge Based System -- Linked Views -- A Consultation System for Statistical Analysis on Hypertool -- II. Computational Inference -- Computer-Intensive Statistical Methods -- Exact Logistic Regression: Theory, Applications, Software -- Optimal Choice for a Hodges-Lehmann Type Estimator in the Two-Sample Problem with Censoring -- Simulation in Extreme-Value Estimation by a Combined S-PLUS and C-Program -- The Usefulness of Exact Statistical Methods in Equal Employment Litigation -- On Classifier Systems, Disintegrated Representation and Robust Data Mining -- Variance Reduction for Bernouilli Response Variables -- III. Package Developments -- Graphical Aids for Nonlinear Regression and Discriminant Analysis -- Intervention Analysis with SPSS/PC+ Trends -- A New Windows-Based Statistical Analysis Environment -- Aspects of the “User Friendliness” of Statistical Software: A Pleading for Software Adaptability -- Statistics Software vs. Problem Solving -- S-PLUS Version 3 -- Generalizing GLMs in Genstat -- The New Simulation Packages: New Powers Bring New Users -- Statistical Packages and Systems Evaluation -- An Environment for Montecarlo Simulation Studies (EMSS) -- IV. Experimental Design -- Generation of Optimal Designs for Nonlinear Models when the Design Points are Incidental Parameters -- I-Optimality Algorithm and Implementation -- Use of a Symbolic Algebra Computer System to Investigate the Properties of Mixture Designs in Orthogonal Blocks -- A-Optimal Weighing Designs with n ? 3(mod4) and their Information Matrix Form -- Quasi-Sequential Procedures for the Calibration Problem -- An Interactive Window-Based Environment for Experimental Design -- The Use of Identification Keys and Diagnostic Tables in Statistical Work -- Construction of a Statistical KBFE for Experimental Design Using the Tools and Techniques Developed in the Focus Project (Esprit II num. 2620) -- MRBP Tests and their Empirical Power Perfomance for Symmetric Kappa Distribution -- Optimal Experimental Designs in Regression: A Bootstrap Approach -- KEYFINDER - A Complete Toolkit for Generating Fractional-Replicate and Blocked Factorial Designs -- V. Image Processing and Neural Networks -- ICM for Object Recognition -- Bootstrapping Blurred and Noisy Data -- Multiresolution Reconstruction of a Corrupted Image Using the Wavelet Transform -- Are Artificial Neural Networks a Dangerous Adversary for Statistical Data Analysis? -- Canonical Correlation Analysis Using a Neural Network -- Artificial Neural Networks as Alternatives to Statistical Quality Control Charts in Manufacturing Processes -- Analytical Analysis of Decentralised Controlled General Data Communication Networks -- VI. Meta Data -- Microdata, Macrodata and Metadata -- Semi-Filled Shells and New Technology of the Subject-Oriented Statistical Expert Systems Construction -- Conceptual Models for the Choice of a Statistical Analysis Method; a Comparison Between Experts and Non-Experts -- Toward a Formalised Meta-Data Concept -- Semantic Metadata: Query Processing and Data Aggregation -- A System for Production and Analysis of Statistical Reports -- MetaInformation - Production, Transfer, Consumption, Maintenance in Official Statistics -- An Experimental System for Navigating Statistical Meta-Information - The Meta-Stat Navigator -- VII. Survey Design -- Data and Meta-Data in the Blaise System -- Sample Size Estimation for Several Trend Tests in the k-Sample Problem -- A Generic Schema for Survey Processing at IBGE -- A Tool for the Automatic Generation of Data Editing and Imputation Application for Surveys Processing -- Tools for Data Entry -- VIII. Data Base -- StEM: A Deductive Query Processor for Statistical Databases -- VIEWS: A Portable Statistical Database System -- Database Management for Notifiable Diseases at the Federal Health Office of Germany -- Sampling Accounting Populations: A Comparison of Monetary Unit Sampling and Sieve Sampling in Substantive Auditing -- Author Index -- Table of Contents of Volume One -- Author Index of Volume One.

10.1007/978-3-642-48678-4 [DOI]

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