Design of Experiments / Försöksplanering

Design of Experiments / Försöksplanering

FMSF65 / MASC05.  7,5 credits, G2 (First Cycle)

General Information


Main field: 

  • Technology (course code FMSF65)
    Elective Compulsory for: W3
    Elective for: BME4, D4, E4, F4, F4-bm, MLIV1, MWIR2, N4, Pi4-biek
    Language of instruction: The course will be given in English

  • Science faculty (course code MASC05)
    The course is an elective course for first-cycle studies for a Bachelor of Science in
    Mathematics/Master of Science in Mathematical Statistics.
    Language of instruction: Swedish and English
    Main field of studies Depth of study relative to the degree
    requirements
    Mathematics G2F, First cycle, has at least 60 credits in
    first-cycle course/s as entry requirements

Contents

Simple design with fixed and random effects. Simultaneous confidence intervals. Requirements for analysis of variance: transformations, model validation, residual analysis. Factorial design with fixed, random, and mixed effects. Additivity and interaction. Complete and incomplete designs. Randomised block designs, Latin squares and confounding. Regression and analysis of covariance.

Admission requirements LTH

Assumed prior knowledge: Basic mathematical statistics and programming experience.
The number of participants is limited to: No
The course overlaps following course/s: FMS072 Links to an external site., MASC05

 

Entry requirements for Science faculty

For admission to the course knowledge equivalent to the courses MASA01, Mathematical Statistics: Basic
Course, 15 credits and MASC01, Mathematical Statistics: Probability Theory, 7.5 credits is required.

 

Reading list

  • Box, Hunter, and Hunter: Statistics for experimenters, Design, Innovation, and Discovery, 2nd Edition. Wiley, 2005, ISBN: 978-0-471-71813-0.
  • Douglas C. Montgomery: Design and Analysis of Experiments, 10th Edition. Wiley, 2019, ISBN: 978-1-119-49244-3.

Contact and other information

Director of studies: Johan Lindström, studierektor@matstat.lu.se
Course homepage: http://www.ctr.maths.lu.se/course/FMSF65MASC05/
Further information: The course is also given at the Faculty of Science with the code MASC05. One of the two course books will be sufficient.