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Teaching coordinator :

Jérome Vial
  


Research center

Level : 3rd year

Course Language : English

Term : chemistry option

Number of hours : 12

ECTS Credits : 1,5
CMT Chemometrics
Teaching site :
Lectures: 12 h

Objectives

This course aims at the acquisition of the chemometric tools required for the rational design of experiments and allowing an optimal processing of the results. A special care is brought to the links between statistical conclusions, their physico-chemical interpretation and resulting practical conclusions.

Syllabus


  1. Oneway ANOVA (Analysis of Variance)

    • Principle and purpose
    • Statistical tests
    • ANOVA table and interpretation
    • Case studies

  2. Linear regression

    • Principle and purpose
    • Regression statistics
    • Confidence and prediction hyperbols
    • Model matching
    • Case studies

  3. Designs of experiments

    • Principle and purpose
    • 2n factorial designs
    • Significance of effects
    • 2n-p fractional factorial and screening designs
    • Response surface designs


Requirements : Applied Statistics course.

Evaluation mechanism : Two hours and written examination (including the evaluation of Applied statistics).

Last Modification : Wednesday 31 May 2017

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