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Summer School 2022

Modern Design and Analysis of Experiments

Contents

Design of experiments or DOE is a key tool for product and process improvement and innovation. However, experimenters often have to deal with a mismatch between standard experimental designs, such as factorial and fractional factorial designs, central composite designs, and the features of their problems. This course motivates the standard and routine use of a fully flexible approach to design of experiments, named optimal design of experiments, by showing its application in a variety of case studies covering a wide range of practical situations. The increasing computing power and the availability of user-friendly software for the tailor-made design of experiments has made optimal experimental design a key tool for researchers, engineers and statistician in the 21st century. This course will demonstrate the usefulness of optimal design of experiments in multiple contexts, and discuss the analysis of the data produced by the experiments. Throughout, the introduction of new concepts, software demos and exercises are intertwined. The JMP software will be available to all participants.

The course will deal with screening experiments and response surface experiments, as well as modern experimental plans such as definitive screening designs and OMARS designs (where OMARS stands for orthogonal minimally aliased response surface). The course will show how to take into account practical complications such as constraints on the factor levels, the need for blocking, the availability of covariate information concerning the experimental units, and difficulties to randomize the experimental tests. Blocked experiments and split-plot experiments will therefore be key topics.

While the concepts and theory will be explained in detail, this is a hands-on course aimed at applying optimal experimental design and analyzing data, rather than a course on optimal design theory.

Lecturer

All sessions will be taught by Peter Goos, a full professor at the Faculty of Bio-Science Engineering of the University of Leuven and at the Faculty of Business and Economics of the University of Antwerp, who teaches various introductory and advanced courses on statistics and probability. His main research area is the statistical design and analysis of experiments. He is an author of the book “Optimal Design of Experiments: A Case Study Approach“, on which the course is based.

Course materials

Handouts will be made available beforehand in electronic form. The textbook “Optimal Design of Experiments: A Case Study Approach” can be bought at a discount price when registering.

Timing

The 2022 Summer School on Design of Experiments is a 3-day course that will take place in Leuven in the week of 19-23 September 2022. We start at 9am and end at 5pm every day.

Venue

Most likely, the lectures will take place at University of Leuven – Van den Heuvel Instituut, Dekenstraat 2, 3000 Leuven, which is right in the town center.

Travel information

Leuven is easy to reach by train from the Brussels train stations (roughly 20-30 minutes), from Liège (30 minutes) and from the Brussels national airport (15 minutes by train). Note that the Brussels South airport is further.

Accommodation

The best thing to do is to seek accommodation in the town center: everything within the town center is at most 1 km from the lecture room. The youth hostel (called De Blauwput) is also within walking distance. Hotels near the train station are cheaper than those in the town center, and still within walking distance of the lecture room. Registrants can find information about places to stay on the website of the town of Leuven.

Pricing

REGISTRATION IS NOT OPEN YET !

  • 200 € – PhD students
  • 300 € – other academics and attendees from non-profit organizations
  • 950 € – other participants
  • 60 € – book
  • 10 € – invoice

Registration

Note that all participants will receive a certificate of payment and a certificate of participation at the Summer School. So, please do not ask an invoice simply because you want a certificate of payment! Invoices tend to be a tremendous hassle, that spoil the fun of organizing a summer school.

Register with invoice

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Register without invoice (bank transfer, credit card or KU Leuven staff)

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