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In: Springer eBook Collection
1. Information Science and Statistics -- Information Science and Statistics -- Catastrophe Theory as a Tool for Statistical Analysis of Systems -- New Procedures for Generating Optimal Experimental Designs -- 2. Probabilistic Models in Exploratory Data Analysis -- Some Guidelines for Principal Component Analysis -- Comparison of Least Squares with Least Absolute Deviation Forecasting Using Simulation Techniques -- Modeling the Reliability of Fault-Tolerant Software Systems -- Computerized Exploratory Screening of Large-Dimensional Contingency Tables -- A Fast Algorithm for Some Exploratory Methods in Categorical Data Problems -- Easy to Generate Metrics for Use with Sampled Functions -- 3. Computational Approach of Inference -- Sequential Inference Processes in Computational Aspects -- Variance Components as a Method for Routine Regression Analysis of Survey Data -- On the Assessment of Case Influence in Generalized Linear Models -- 4. Numerical Aspects of Statistical Computations -- Algoritmic Development in Variable Selection Procedures -- Linear Models of Categorical Variables -- A Fast Algorithm for Curve Fitting -- Generalized Multiplicative Models -- A Convenient Way of Computing ML-Estimates: Use of Automatic Differentiation -- On the Numerical Solutions of Bounded Influence Regression Problems -- Testing of Statistical Algorithms and Programs with the Help of the Multivariate Sample, Having Described Values of Empirical Parameters -- 5. Three-Mode Data Matrices -- Analysis of Three-Way Data Matrices Based on Pairwise Relation Measures -- Factor Analysis of Evolution and Cluster Methods on Trajectories -- 6. Cluster Analysis Methods and Algorithms -- Links Between Clustering and Assignment Procedures -- Identification of Linear Regression Models by a Clustering Algorithm -- Validity Tests in Cluster Analysis Using a Probabilistic Teacher Algorithm -- New Kinds of Graphical Representation in Clustering -- Projection of an Acute Symmetrical Simplicial Closed Convex Cone and its Application to Star Graphs -- Design of a Command Language for Interactive or Batch Use in a Statistical Package -- Cross Association Measures and Optimal Clustering -- 7. Robustness in Multivariate Analysis -- Multivariate Data Analysis, Contributions and Shortcomings of Robustness in Practice -- On the Use of Bootstrap and Jackknife in Covariance Structure Analysis -- On a Class of Robust Methods for Multivariate Data Analysis -- Robust Recursive Estimation and Detection of Shifts in Regression -- How Robust is One Way Anova with Respect to within Group Correlation -- Algorithms for the Beta Distribution Function -- 8. Computer Graphics and Data Presentation -- An Interactive Graphic System for Designing and Accessing Statistical Data Bases -- Non-Standard Graphical Presentation -- Computer Graphics and Data Presentation, a First Step Toward a Cognitive and Ergonomic Analysis -- 9. Expert Systems -- Expert Systems and Data Analysis Package Management -- Developing Intelligent Software for Non-Linear Model Fitting as an Expert System -- Express — An Expert System Utilizing Standard Statistical Packages -- Muse: An Expert System in Statistics -- Building Expert Systems with the Help of Existing Statistical Software: An Example -- Statistical Data Validation and Expert Systems -- Knowledge Base Supported Analysis of Longitudinal Data -- How to Assist an Inexperienced User in the Preliminary Analysis of Time Series: First Version of the Estes Expert System -- Object-Oriented Data Representations for Statistical Data Analysis -- 10. Statistical Software -- Algorithms for the Beta Distribution Function -- Interactive User-Friendly Package for Design and Analysis of Experiments -- NL: A Statistical Package for General Nonlinear Regression Problems -- Statistical Software for Personal Computers -- Recursive Techniques in Statistical Programming -- Design Criteria for a Flexible Statistical Language -- Statistical Software SAM — Sensitivity Analysis in Multivariate Methods -- 11. Data Handling and Computational Methods of Clinical Trials -- Data Handling and Computational Methods in Clinical Trials -- Database Assisted Conduct of Clinical Trials -- An APL-System for Analysing Multivariate Data -- AMS — A Computer Program for Survival Analysis, General Linear Models and a Stochastic Survival Model -- 12. Econometric Computing -- A Multilingual Specification System for Statistical Software -- An Efficient Algorithm for Time Series Decomposition -- 13. Statistical Data Base Management Systems -- Database Management and Statistical Data Analysis: The Need for Integration and for Becoming More Intelligent -- Privacy, Informatics and Statistics -- Italian Statistical Data Dictionary System Prototype Developed with a 4th Generation Language -- A Methodology for Conceptual Design of Statistical Databases -- Towards Natural Integration of Database Management System and Statistical Software -- Easy-Link: An Expert Natural Language Interface to a Statistical Data Bank -- Farandole: A RDBMS for Statistical Data Analysis -- Model- and Method Banks (MMB) as a Supplement to Statistical Data Banks -- A Security Mechanism Based on Uniform Rounding to prevent Tracker Techniques -- 14. Teaching of Computational Statistics -- A Data Analysis Course in a Computer Science Faculty -- Teaching Computational Statistics on Workstations -- Teaching Regression Analysis Using MIMOSA — an Interactive Computer System for Matrix Calculus -- Late Arrivals -- Practical Use of Color Imagin in Automatic Classification -- Algorithm and Software of Multivariate Statistical Analysis of Heterogeneous Data -- Adress-List of Authors.
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