Master

Advanced experimental design

  • Cours (CM) 13h
  • Cours intégrés (CI) -
  • Travaux dirigés (TD) 12h
  • Travaux pratiques (TP) -
  • Travail étudiant (TE) -

Langue de l'enseignement : Anglais

Description du contenu de l'enseignement

Objectives in terms of knowledge (course content) :
  • criteria to build the most efficient plan, according to the biological context
  • the role of experimental uncertainties in a plan
  • a model to build the plan and the plan to build a model
  • single and multiple linear regressions in the context of optimization processes
  • model validation
  • confidence and prediction intervals
  • Reminder of the main analytical tools used for experimental design and image processing (jointly presented during the first lectures)
  • a unique matrix tool to represent both images and plans: definition and elementary calculations
  • projection and dimensionality reduction
  • decomposition into simple elements
  • solving under-parametrized systems

 

Compétences à acquérir

Objectives in terms of acquired skills :
The student will be able to efficiently build basic experimental plans, to perform data analysis in the context of optimization processes, and to understand publications that are using experimental design, specially in the production field.
 

Contact

École supérieure de biotechnologie de Strasbourg (ESBS)

300, boulevard Sébastien Brant - CS 10413
67412 ILLKIRCH-GRAFFENSTADEN
0368854680

Formulaire de contact

Responsable

Celia Deville


MASTER - Biotechnologies

Établissement associé de l'Université de Strasbourg
Fondation Université de Strasbourg
Investissements d'Avenir
Ligue européenne des universités de recherche (LERU)
EUCOR, Le Campus européen
CNRS
Inserm Grand Est
HRS4R