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HUM-MOLGEN
-> Events
-> Courses and Workshops |
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October 04, 2004 |
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Creascience, Montreal
Oct 27-29, 2004
This course covers the design of efficient experiments requiring few runs for screening and optimization purposes.Course Topics The design of experiments (DOE) approachReview of factorial designs: construction and analysisGeneralities on fractional factorial designs
- How to reduce the number of runs
- The notion of model in fractional designs
- Integrating the objective of the experiment in the design
- Impact of fractioning
- Notions of repetition and balance
Screening Designs
- Fundamental principles
- Construction principles
- A simple case
- General case: design resolution, choice of a design, design construction and data analysis
- Plackett-Burman Designs
- Designs at three levels
- Mixed-Level Designs
- Advanced Methods
Taguchi DesignsResponse Surface Methodology
- Context of application and objectives
- Another approach than ANOVA is needed
- Statistical background
- Constructions of designs for response surfaces
- Analysis of results and regression model selection
- Use of the model
- Dynamic experimental designs
- D and A optimal designs
- Handling qualitative variables
Course Format
Different teaching tools are used: lectures, group discussions and interpretation hands-on exercices on computers (EXCEL macro developed by Creascience).
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Organized by:
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Creascience |
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Invited Speakers:
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Natalie Rodrigue
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Deadline for Abstracts:
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None
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Registration:
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http://training.creascience.com/product_info.php?cPath=22&products_id=88
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E-mail:
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rodrigue@creascience.com
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