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  • Search: subject:"Robust Optimal Design"
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Year of publication
Subject
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robust optimal design 13 Binary response model 5 Theorie 5 Robustes Verfahren 4 Bayesian D-optimality 3 Compartmental model 3 Robust statistics 3 Theory 3 local optimality 3 maximin D-optimality 3 maximin Doptimality 3 prior distribution 3 Chebyshev polynomials 2 Compartmental Model 2 Discrimination Design 2 EMAX model 2 Locally Optimal Design 2 Maximin Optimal Design 2 Model Discrimination 2 Robust Optimal Design 2 c-efficiency 2 goodness of fit test 2 locally D-optimal design 2 locally co-optimal design 2 multi-objective designs 2 multipleobjective design 2 percentile estimation 2 Mathematical programming 1 Mathematische Optimierung 1 Michaelis-Menten model 1 Modellierung 1 Regression analysis 1 Regressionsanalyse 1 Schätztheorie 1 Scientific modelling 1 Statistischer Test 1 Weibull model 1 Weibull model, dose finding experiment 1 dose finding experiment 1 local D-optimality 1
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Online availability
All
Free 15
Type of publication
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Book / Working Paper 15
Type of publication (narrower categories)
All
Working Paper 9 Arbeitspapier 3 Graue Literatur 3 Non-commercial literature 3
Language
All
English 15
Author
All
Dette, Holger 15 Biedermann, Stefanie 11 Pepelyshev, Andrey 9 Wong, Weng Kee 4 Melas, Viatcheslav B. 2
Institution
All
Institut für Wirtschafts- und Sozialstatistik, Universität Dortmund 6
Published in...
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Technical Report 6 Technical Reports / Institut für Wirtschafts- und Sozialstatistik, Universität Dortmund 6 Technical report / Sonderforschungsbereich 475 Komplexitätsreduktion in Multivariaten Datenstrukturen, Universität Dortmund 3
Source
All
EconStor 6 RePEc 6 ECONIS (ZBW) 3
Showing 1 - 10 of 15
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Optimal designs for dose finding experiments in toxicity studies
Dette, Holger; Pepelyshev, Andrey; Wong, Weng Kee - 2008
We construct optimal designs for estimating fetal malformation rate, prenatal death rate and an overall toxicity index in a toxicology study under a broad range of model assumptions. We use Weibull distributions to model these rates and assume that the number of implants depend on the dose...
Persistent link: https://www.econbiz.de/10010300663
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Optimal designs for dose finding experiments in toxicity studies
Dette, Holger; Pepelyshev, Andrey; Wong, Weng Kee - Institut für Wirtschafts- und Sozialstatistik, … - 2008
We construct optimal designs for estimating fetal malformation rate, prenatal death rate and an overall toxicity index in a toxicology study under a broad range of model assumptions. We use Weibull distributions to model these rates and assume that the number of implants depend on the dose...
Persistent link: https://www.econbiz.de/10009216967
Saved in:
Cover Image
Optimal Discrimination Designs for Exponential Regression Models
Biedermann, Stefanie; Dette, Holger; Pepelyshev, Andrey - 2005
We investigate optimal designs for discriminating between exponential regression models of different complexity, which are widely used in the biological sciences; see, e.g., Landaw (1995) or Gibaldi and Perrier (1982). We discuss different approaches for the construction of appropriate...
Persistent link: https://www.econbiz.de/10010296707
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Optimal Discrimination Designs for Exponential Regression Models
Biedermann, Stefanie; Dette, Holger; Pepelyshev, Andrey - Institut für Wirtschafts- und Sozialstatistik, … - 2005
We investigate optimal designs for discriminating between exponential regression models of different complexity, which are widely used in the biological sciences; see, e.g., Landaw (1995) or Gibaldi and Perrier (1982). We discuss different approaches for the construction of appropriate...
Persistent link: https://www.econbiz.de/10009216876
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Some robust design strategies for percentile estimation in binary response models
Dette, Holger; Biedermann, Stefanie; Pepelyshev, Andrey - 2004
For the problem of percentile estimation of a quantal response curve, we determine multi-objective designs which are robust with respect to misspecifications of the model assumptions. We propose a maximin approach based on efficiencies and provide designs that are simultaneously efficient with...
Persistent link: https://www.econbiz.de/10010296603
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Optimal design for goodness-of-fit of the Michaelis-Menten enzyme kinetic function
Wong, Weng Kee; Melas, Viatcheslav B.; Dette, Holger - 2004
We construct efficient designs for the Michaelis-Menten enzyme kinetic model capable of checking model assumption. An extended model, called EMAX model is also considered for this purpose. This model is widely used in pharmacokinetics and reduces to the Michaelis- Menten model for a specific...
Persistent link: https://www.econbiz.de/10010296607
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Cover Image
Some robust design strategies for percentile estimation in binary response models
Dette, Holger; Biedermann, Stefanie; Pepelyshev, Andrey - Institut für Wirtschafts- und Sozialstatistik, … - 2004
For the problem of percentile estimation of a quantal response curve, we determine multi-objective designs which are robust with respect to misspecifications of the model assumptions. We propose a maximin approach based on efficiencies and provide designs that are simultaneously efficient with...
Persistent link: https://www.econbiz.de/10009216895
Saved in:
Cover Image
Optimal design for goodness-of-fit of the Michaelis-Menten enzyme kinetic function
Wong, Weng Kee; Melas, Viatcheslav B.; Dette, Holger - Institut für Wirtschafts- und Sozialstatistik, … - 2004
We construct efficient designs for the Michaelis-Menten enzyme kinetic model capable of checking model assumption. An extended model, called EMAX model is also considered for this purpose. This model is widely used in pharmacokinetics and reduces to the Michaelis- Menten model for a specific...
Persistent link: https://www.econbiz.de/10009216900
Saved in:
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Maximin optimal designs for the compartmental model
Biedermann, Stefanie; Dette, Holger; Pepelyshev, Andrey - 2003
For the compartmental model we determine optimal designs, which are robust against misspecifications of the unknown model parameters. We propose a maximin approach based on D-efficiencies and provide designs that are optimal with respect to the particular choice of various parameter regions.
Persistent link: https://www.econbiz.de/10010306256
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Numerical construction of maximin optimal designs for binary response models
Biedermann, Stefanie; Dette, Holger - 2003
For the binary response model, we determine optimal designs which are robust wit respect to the misspecifications of the unknown parameters. We propose a maximin approach and provide a numerical method to identify the best two point designs for the commonly applied link functions. This method is...
Persistent link: https://www.econbiz.de/10010306270
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