Title | Compstat [electronic resource] : Proceedings in Computational Statistics 8th Symposium held in Copenhagen 1988 / edited by David Edwards, Niels E. Raun |
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Imprint | Heidelberg : Physica-Verlag HD, 1988 |
Connect to | http://dx.doi.org/10.1007/978-3-642-46900-8 |
Descript | XIV, 451 p. online resource |
Keynote Papers -- Parallel Linear Algebra in Statistical Computations -- Three Examples of Computer-Intensive Statistical Inference -- Non-Parametric Estimation -- Efficient Nonparametric Smoothing in High Dimensions Using Interactive Graphical Techniques -- A Boundary Modification of Kernel Function Smoothing, with Application to Insulin Absorption Kinetics -- A Roughness Penalty Regression Approach for Statistical Graphics -- Projection Pursuit -- Detecting Structures by Means of Projection Pursuit -- Confidence Regions for Projection Pursuit Density Estimates -- A Robustness Property of the Projection Pursuit Methods in Sampling from Separably Dependent Random Vectors -- Graphical Techniques -- Graphical Modelling with Large Numbers of Variables: An Application of Principal Components -- Some Graphical Displays for Square Tables -- Data Plotting Methods for Checking Multivariate Normality and Related Ideas -- Computer-aided Illustration of Regression Diagnostics -- Computer Guided Diagnostics -- Expert Systems -- How should the Statistical Expert System and its User see Each Other? -- Towards a Probabilistic Analysis of MYCIN-like Expert Systems -- An Expert System Accepting Knowledge in a form of Statistical Data -- Building a Statistical Expert System with Knowledge Bases of Different Levels of Abstraction -- An Expert System for the Interpretation of Results of Canonical Covariance Analysis -- Building a Statistical Knowledge Base: A Discussion of the Approach used in the Development of THESEUS, a Statistical Expert System -- Prince: An Expert System for Nonlinear Principal Components Analysis -- Expert Systems for Non-Linear Modelling: Progress and Prospects -- Inside a Statistical Expert System: Statistical Methods Employed in the ESTES System -- An Implementation of an EDA Expert System in Prolog Environment -- Automatic Acquisition of Knowledge Base from Data without Expert: ESOD (Expert Sytem from Observational Data) -- Experiments with Probabilistic Consultation Systems -- Statistical Consultants and Statistical Expert Systems -- On Inference Process -- Identification Keys, Diagnostic Tables and Expert Systems -- Languages and Packages -- Adding new Statistical Techniques to Standard Software Systems: A Review -- Funigirls: A Prototype Functional Programming Language for the Analysis of Generalized Linear Models -- Blinwdr: An APL-function Library for Interactively Solving the Problem of Robust and Bounded Influence Regression -- Computational Intensive Methods -- Exact Non-Parametric Significance Tests -- Resampling Tests of Statistical Hypotheses -- Clustering Based on Neural Network Processing -- Decision Tree Classifier for Speech Recognition -- Algorithms -- Efficient Sampling Algorithms and Balanced Samples -- Recursive Partition in Biostatistics: Stability of Trees and Choice of the Most Stable Classification -- Generating Rules by Means of Regression Analysis -- A New Algorithm for Matched Case-Control Studies with Applications to Additive Models -- An Algorithm for the Approximation of N-Dimensional Distributions -- Further Recursive Algorithms for Multidimensional Table Computation -- Statistical Methods -- Nonlinear Regression: Methodological and Software Aspects -- Comparing Sensitivity of Models to Missing Data in the GMANOVA -- A Modelling Approach to Multiple Correspondence Analysis -- Multidimensional Scaling on the Sphere -- A Monte Carlo Evaluation of the Methods for Estimating the Parameters of the Generalized Lambda Distribution -- Statistical Guidance for Model Modification in Covariance Structure Analysis -- Similarities Functions -- Robust Bayesian Regression Analysis with HPD-Regions -- Time Series -- Estimation of ARMA Process Parameters and Noise Variance by Means of a Non-Linear Filtering Algorithm -- Autoregressive Models with Latent Variables -- An Algorithm for Time Series Decomposition Using StateSpace Models with Singular Transition Matrix -- Statistical Data Bases and Survey Processing -- New Perspectives in Computer Assisted Survey Processing -- Multiple Imputation for Data-Base Construction -- Grasp: A Complete Graphical Conceptual Language for Definition and Manipulation of Statistical Databases -- Experimental Design -- New Algorithmic and Software Tools for D-Optimal Design Computation in Nonlinear Regression -- Econometric Computing -- Model-Building on Micro Computers: Spreadsheets or Specific Software -- Late Arrivals -- Three Examples of Computer-Intensive Statistical Inference -- New Computer Procedures for Generating Optimal Mixture Designs on Finite Design Spaces -- Screening Based Exclusively on Experts Opinions -- Address list of Authors