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

A basic course in mathematical statistics; or both multivariate analysis and linear algebra
FMAA20 Linear Algebra with Introduction to Computer Tools or FMAA21 Linear Algebra with Numerical Applications or FMAB20 Linear Algebra or FMSF20 Mathematical Statistics, Basic Course or FMSF25 Mathematical Statistics - Complementary Project or FMSF32 Mathematical Statistics or FMSF45 Mathematical Statistics, Basic Course or FMSF50 Mathematical Statistics, Basic Course or FMSF55 Mathematical Statistics, Basic Course or FMSF70 Mathematical Statistics or FMSF75 Mathematical Statistics, Basic Course or FMSF80 Mathematical Statistics, Basic Course
FMAB30 Calculus in Several Variables or FMAB35 Calculus in Several Variables or FMSF20 Mathematical Statistics, Basic Course or FMSF25 Mathematical Statistics - Complementary Project or FMSF32 Mathematical Statistics or FMSF45 Mathematical Statistics, Basic Course or FMSF50 Mathematical Statistics, Basic Course or FMSF55 Mathematical Statistics, Basic Course or FMSF70 Mathematical Statistics or FMSF75 Mathematical Statistics, Basic Course or FMSF80 Mathematical Statistics, Basic Course

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