MODA 5 - Advances in Model-Oriented Data Analysis and Experimental Design

1. Front Matter

   Pages I-XIV

   PDF

2. Optimal Design

   1. Front Matter

      Pages 1-1

      PDF

   2. Optimum Chemical Balance Weighing Designs Under Equal Correlations of Errors

      • B. Ceranka, K. Katulska

      Pages 3-9

   3. E-Optimal Designs for the Double Exponential Model

      • H. Dette, M. Sahm

      Pages 11-20

   4. Comparison of Spectral and Hadamard Bounds for D-Optimality

      • C. W. Ko, J. Lee, K. Wayne

      Pages 21-29

   5. Characteristic Polynomial Criteria in Optimal Experimental Design

      • J. López-Fidalgo, J. M. Rodríguez-Díaz

      Pages 31-38

   6. MV-Optimization in Weighted Linear Regression

      • J. López-Fidalgo, B. Torsney, R. Ardanuy

      Pages 39-50

   7. Analytical Theory of E-Optimal Designs for Polynomial Regression on a Segment

      • V. B. Melas

      Pages 51-58

   8. Optimal Designs for Models with Ignored Heteroscedasticity

      • G. Montepiedra, W. K. Wong

      Pages 59-66

   9. D-Optimal Designs for Weighted Polynomial Regression Without any Initial Terms

      • I. Ortiz, C. Rodríguez

      Pages 67-74

   10. Selective Random Search for Optimal Experiment Designs

       • E. Rafajlowicz

       Pages 75-83

   11. Asymptotic Upper Bounds for the Optimal Design Length in Factor Screening Experiments

       • A. A. Zhigljavsky

       Pages 85-92

   12. On the Equal Allocation Rules in Quantal Dose-Response Experiments

       • W. Zhu, W. K. Wong

       Pages 93-101

3. Parameter Estimation

   1. Front Matter

      Pages 103-103

      PDF

   2. On Sequential Estimation of Parameters for Linear Regression with Martingale Noise

      • L. I. Galtchouk

      Pages 105-114

   3. Interval Analysis for Guaranteed Nonlinear Parameter Estimation

      • M. Kieffer, E. Walter

      Pages 115-125

   4. A Numerical Study of Singularly Perturbed Markovian Systems

      • X. Li, G. Yin, K. Yin, Q. Zhang

      Pages 127-135

   5. Breakdown Points of Estimators for Aspects of Linear Models

      • C. H. Müller

      Pages 137-144

   6. Approximate Densities of Two Bias-Corrected Nonlinear LS Estimators

      • A. Pázman, L. Pronzato

      Pages 145-152

   7. On Robust Estimation of a Correlation Coefficient and Correlation Matrix

      • G. L. Shevlyakov, T. Yu. Khvatova

      Pages 153-162

This volume contains the majority of the papers presented at the 5th Inter­ national Workshop on Model-Oriented Data Analysis held in June 1998. This series started in March 1987 with a meeting on the Wartburg, Eisenach (Germany). The next three meetings were in 1990 (St Kyrik monastery, Bulgaria), 1992 (Petrodvorets, StPetersburg, Russia) and 1995 (Spetses, Greece). The main purpose of these workshops was to bring together lead­ ing scientists from 'Eastern' and 'Western' Europe for the exchange of ideas in theoretical and applied statistics, with special emphasis on experimen­ tal design. Now that the separation between East and West has become less rigid, this dialogue has, in principle, become much easier. However, providing opportunities for this dialogue is as vital as ever. MODA meetings are known for their friendly atmosphere, leading to fruitful discussions and collaboration, especially between young and senior scien­ tists. Indeed, many long term collaborations were initiated during these events. This intellectually stimulating atmosphere is achieved by limiting the number of participants to around eighty, by the choice of location so that participants can live as a community, and, of course, through the care­ ful selection of scientific direction made by the Programme Committee.

• Analysis
• Estimator
• Measure
• STATISTICA
• best fit
• data analysis
• linear regression
• optimization

• Department of Statistics, The London School of Economics and Political Science, London, UK

  Anthony C. Atkinson

• Laboratoire I3S, Centre National de la Recherche Scientifique (CNRS), Valbonne, France

  Luc Pronzato

• Department of Statistics, University of Warwick, Coventry, UK

  Henry P. Wynn

Policies and ethics