Compstat: Proceedings in Computational Statistics 8th Symposium held in Copenhagen 1988

Front Matter....Pages I-XIV
Front Matter....Pages 1-1
Parallel Linear Algebra in Statistical Computations....Pages 3-14
Front Matter....Pages 15-15
Efficient Nonparametric Smoothing in High Dimensions Using Interactive Graphical Techniques....Pages 17-30
A Boundary Modification of Kernel Function Smoothing, with Application to Insulin Absorption Kinetics....Pages 31-36
A Roughness Penalty Regression Approach for Statistical Graphics....Pages 37-43
Front Matter....Pages 45-45
Detecting Structures by Means of Projection Pursuit....Pages 47-58
Confidence Regions for Projection Pursuit Density Estimates....Pages 59-63
A Robustness Property of the Projection Pursuit Methods in Sampling from Separably Dependent Random Vectors....Pages 65-70
Front Matter....Pages 71-71
Graphical Modelling with Large Numbers of Variables: An Application of Principal Components....Pages 73-79
Some Graphical Displays for Square Tables....Pages 81-86
Data Plotting Methods for Checking Multivariate Normality and Related Ideas....Pages 87-92
Computer-Aided Illustration of Regression Diagnostics....Pages 93-98
Computer Guided Diagnostics....Pages 99-104
Front Matter....Pages 105-105
How Should the Statistical Expert System and its User See Each Other?....Pages 107-116
Towards a Probabilistic Analysis of MYCIN-like Expert Systems (Working Paper)....Pages 117-121
An Expert System Accepting Knowledge in a Form of Statistical Data....Pages 123-128
Building a Statistical Expert System with Knowledge Bases of Different Levels of Abstraction....Pages 129-134
An Expert System for the Interpretation of Results of Canonical Covariance Analysis....Pages 135-141
Building a Statistical Knowledge Base: A Discussion of the Approach Used in the Development of THESEUS, a Statistical Expert System....Pages 143-148
PRINCE: An Expert System for Nonlinear Principal Components Analysis....Pages 149-153
Expert Systems for Non-Linear Modelling: Progress and Prospects....Pages 155-161
Front Matter....Pages 105-105
Inside a Statistical Expert System: Statistical Methods Employed in the ESTES System....Pages 163-168
An Implementation of an EDA Expert System in Prolog Environment....Pages 169-174
Automatic Acquisition of Knowledge Base from Data without Expert: ESOD (Expert System from Observational Data)....Pages 175-180
Experiments with Probabilistic Consultation Systems....Pages 181-186
Statistical Consultants and Statistical Expert Systems....Pages 187-192
On Inference Process....Pages 193-198
Identification Keys, Diagnostic Tables and Expert Systems....Pages 199-204
Front Matter....Pages 205-205
Adding New Statistical Techniques to Standard Software Systems: A Review....Pages 207-211
Funigirls: A Prototype Functional Programming Language for the Analysis of Generalized Linear Models....Pages 213-218
BLINWDR: An APL-Function Library for Interactively Solving the Problem of Robust and Bounded Influence Regression....Pages 219-224
Front Matter....Pages 225-225
Exact Non-Parametric Significance Tests....Pages 227-232
Resampling Tests of Statistical Hypotheses....Pages 233-238
Clustering Based on Neural Network Processing....Pages 239-244
Decision Tree Classifier for Speech Recognition....Pages 245-251
Front Matter....Pages 253-253
Efficient Sampling Algorithms and Balanced Samples....Pages 255-266
Recursive Partition in Biostatistics: Stability of Trees and Choice of the Most Stable Classification....Pages 267-272
Generating Rules by Means of Regression Analysis....Pages 273-278
A New Algorithm for Matched Case-Control Studies with Applications to Additive Models....Pages 279-284
An Algorithm for the Approximation of N-Dimensional Distributions....Pages 285-290
Further Recursive Algorithms for Multidimensional Table Computation....Pages 291-296
Front Matter....Pages 297-297
Nonlinear Regression: Methodological and Software Aspects....Pages 299-310
Comparing Sensitivity of Models to Missing Data in the GMANOVA....Pages 311-316
A Modelling Approach to Multiple Correspondence Analysis....Pages 317-322
Multidimensional Scaling on the Sphere....Pages 323-328
A Monte Carlo Evaluation of the Methods for Estimating the Parameters of the Generalized Lambda Distribution....Pages 329-334
Statistical Guidance for Model Modification in Covariance Structure Analysis....Pages 335-340
Similarities Functions....Pages 341-347
Robust Bayesian Regression Analysis with HPD-Regions....Pages 349-354
Front Matter....Pages 355-355
Estimation of ARMA Process Parameters and Noise Variance by Means of a Non Linear Filtering Algorithm....Pages 357-362
Autoregressive Models with Latent Variables....Pages 363-368
An Algorithm for Time Series Decomposition Using State-Space Models with Singular Transition Matrix....Pages 369-374
Front Matter....Pages 375-375
New Perspectives in Computer Assisted Survey Processing....Pages 377-388
Multiple Imputation for Data-Base Construction....Pages 389-400
GRASP: A Complete Graphical Conceptual Language for Definition and Manipulation of Statistical Databases....Pages 401-406
Front Matter....Pages 407-407
New Algorithmic and Software Tools for D-Optimal Design Computation in Nonlinear Regression....Pages 409-414
Front Matter....Pages 415-415
Model-Building on Micro-Computers: Spreadsheets or Specific Software....Pages 417-422
Three Examples of Computer — Intensive Statistical Inference....Pages 423-431
New Computer Procedures for Generating Optimal Mixture Designs on Finite Design Spaces....Pages 433-438
Screening Based Exclusively on Experts Opinions....Pages 439-444
Back Matter....Pages 445-453