NBIC20 | Statistics and Mathematical Models in Biology, 15 ECTS-points /Statistik och matematiska modeller inom biologi./ Advancement level: C | |
Aim: The students shall understand and use basic probability theory and statistics. The theory and methods are primarily focused on such that apply in biology. The students shall understand, use and be able to construct mathematical models that apply to biological systems.Course organization: Lectures, seminars and compulsory computer sessions. Biological experiments for collecting data and applying statistical methods.Course content: The course treats basic methods to analyze and describe data from biological experiments. Decriptive statitics. Simple regression. One- and twoway ANOVA. Non parametric tests. Experimental design. Basic knowledge about Matlab. Some theory of ordinary differential equations. Second order linear equations. Dynamical systems: Phase portrait and stability analysis. Logistic equations. Lotka-Volterra equations. Models for epidemics. Difference equations.Course literature: Fowler J, Cohen L, Jarvis P: Practical statistics for field biology. 2nd ed. John Wiley & sons. 1998. Enander et al:The Matlab Handbook Brown: Models in biology. | ||
TEN1 | Written examination | |
TEN2 | Written examination | |
UPG1 | Approved hand-in exercises. |