Are you an EPFL student looking for a semester project?
Work with us on data science and visualisation projects, and deploy your project as an app on top of Graph Search.
Model Building: Analysis of Means
This lecture covers a model building example using analysis of means, focusing on the effects of applied load and previous cuts on the removal rate of osteotomy drills. It explains how to find the effects of factors, interactions, and build a predictive model. The lecture also discusses experimental results, dealing with noise-induced errors, replication, and pooling of interactions. It demonstrates the use of replicates and ANOVA to eliminate factors, calculating interaction terms, and building the overall equation for adhesion strength. The content includes examples, formulas, and practical applications in experimental design.