Experiment Design

Objectives

Understand the founding principles of experimentation strategies

Learn how to choose and build an experimental set-up

Acquire tools for analyzing experimental designs (use of R software)

Course outline

Basic principles and presentation of the main design families

Analysis tools: linear model, analysis of variance

Complete and fractional factorial designs, Optimality

Accelerated experiments

Prerequisites

Matrix calculation, Optimization, Basics of regression and analysis of variance…