MAT-15303 Statistics 1

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Studiepunten 3.00

Language of instruction:

Dutch

Continuation courses:

MAT-15403 Statistics 2.

Contents:

Data collection; descriptive statistics; practical notion of probability; basic probability theory; derivation of the binomial distribution; normal distribution; principles of hypothesis testing for the binomial test; normal approximation (z-test); properties of the mean of a random sample as an estimator of a population mean; basic notion of consistency.

Learning outcomes:

After this course, the student is expected to be able to:
- demonstrate a practical notion of the basic ideas of data collection and of descriptive statistics;
- apply simple probability calculus;
- calculate probabilities for the binomial and normal distributions;
- reproduce the principles of hypothesis testing;
- apply a binomial test and the approximation of this test (z-test);
- demonstrate understanding of the consistency of an estimator.

Activities:

Tutorials that are motivated by practical problems from the Life Sciences, including making exercises, and (compulsory) computer practical's, analysing data.
Prepare and hand in a brief report on a case study.

Examination:

- open book examination consisting of multiple choice questions;
- the computer practical (attendance compulsory) has to result in a pass;
- CAS: yes.

Literature:

R. Lyman Ott; Michael Longnecker. (2013). An introduction to statistical methods and data analysis. 6th ed. ISBN-13: 978-0-495-10914-3.
Lecture notes provide an introduction to tutorials, exercises, reading guide for the book and the computer practical. (available: WUR-shop).