ECTS
ECTS Course Catalogue
Course details
Course code: BIS10009o11Semester: 2011/2012 summer
Name: MATHEMATICS II
Major: Bioinformatics
Study Type: first cycle
Course type: compulsory
Study Semester: 2
ECTS points: 6
Hours (Lectures / Tutorials / Other): 15 / 30 / 45
Lecturer: dr Mariusz Grządziel
Language of instruction: Polish
Learning outcomes: After completing of the course students will know the basic notions of matrix algebra, probability theory and mathematical statistics, such as: vector space, matrix, random variable, distribution of a random variable, parameter estimation, hypothesis testing.
Competences: Passing the course will prepare the students for studying mathematical statistics and its applications in life sciences. After completing the course the student will be able to perform simple statistical analyses.
Prerequisites: Mathematics I
Course content: Elements of logic. Sets, relations, functions. The notion of a matrix. Solving linear systems. Matrix algebra. Random variable. Discrete and continuous random variables. Parameter estimation in the normal model. Hypothesis testing in the normal model. Linear regression model. Multiple linear regression model.
Recommended literature: KORONACKI, J., MIELNICZUK, J. (2001). Statistics for engineering and science students (in Polish). WNT. WRZOSEK, D. (2008). Mathematics for biologists (in Polish). Wydawnictwo Uniwersytetu Warszawskiego.
Assessment methods: Grade for the class Written exam Minimum 60% of knowledge to pass
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