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Bayesian experimental design
Known as:
Bayes optimum design
, Optimal Bayesian experiment
, Bayesian design of optimal experiment
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Bayesian experimental design provides a general probability-theoretical framework from which other theories on experimental design can be derived. It…
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Related topics
Related topics
12 relations
Active learning (machine learning)
Bayesian optimization
Differential entropy
Gambling and information theory
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Broader (4)
Design of experiments
Industrial engineering
Operations research
Systems engineering
Papers overview
Semantic Scholar uses AI to extract papers important to this topic.
2018
2018
Optimizing Natural Killer Cell Doses for Heterogeneous Cancer Patients Based on Multiple Event Times
Juhee Lee
,
P. Thall
,
K. Rezvani
2018
Corpus ID: 262509404
A sequentially adaptive Bayesian design is presented for a clinical trial of cord blood derived natural killer cells to treat…
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2016
2016
Decentralized Hypothesis Testing in Sensor Networks
A. Tarighati
2016
Corpus ID: 15925347
Wireless sensor networks (WSNs) play an important role in the future ofInternet of Things IoT systems, in which an entire…
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2016
2016
An Alternative Perspective on Consensus Priors with Applications to Phase I Clinical Trials
Steven B. Kim
,
D. Gillen
2016
Corpus ID: 56166545
We occasionally need to make a decision or a series of decisions based on a small sample. In some cases, an investigator is…
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2010
2010
A Bayesian experimental design approach to structural health monitoring
C. Farrar
,
Eric B. Flynn
,
M. Todd
2010
Corpus ID: 109237391
Optimal system design for SHM involves two primarily challenges. The first is the derivation of a proper performance function for…
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2008
2008
INVERSE PROBLEMS doi:10.1088/0266-5611/24/3/034014 Generalizing resolution
2008
Corpus ID: 17330078
2006
2006
Optimal designs for the measurement of consumer preferences.
R. Kessels
2006
Corpus ID: 122828275
To date, no attempt has been made to design efficient conjoint choice experiments by means of the Gand V-optimality criteria…
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2001
2001
Optimal Bayesian design applied to volume yield and optimal cutting time prediction
M. Paulo
,
A. Otten
2001
Corpus ID: 61101268
1997
1997
Optimal weighted bayesian design applied to dose-response-curve analysis
S. Lauer
,
J. Timmer
,
D. Calker
,
D. Maier
,
J. Honerkamp
1997
Corpus ID: 643238
Designs for nonlinear regression models depend on some prior information about the unknown parameters. There are three primary…
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1996
1996
Robust Bayesian design and analysis of clinical trials via prior partitioning
D. Sargent
,
B. Carlin
1996
Corpus ID: 118907470
Unlike traditional approaches, Bayesian methods enable formal combination of expert opinion and objective information into…
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1986
1986
Optimal Bayesian Design for Non-Linear Estimation
K. Chaloner
1986
Corpus ID: 182522542
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