FI:M012 Statistics II - Course Information

M012 Statistics II

Extent and Intensity

2/2. 4 credit(s). Recommended Type of Completion: zk (examination). Other types of completion: k (colloquium), z (credit).

Teacher(s)

doc. RNDr. Pavel Osecký, CSc. (lecturer)

Guaranteed by

Contact Person: doc. RNDr. Pavel Osecký, CSc.

Course Enrolment Limitations

The course is also offered to the students of the fields other than those the course is directly associated with.

fields of study / plans the course is directly associated with

• Informatics (programme FI, B-IN)
• Informatics (programme FI, M-IN)
• Upper Secondary School Teacher Training in Informatics (programme FI, M-IN)
• Upper Secondary School Teacher Training in Informatics (programme FI, M-SS)
• Information Technology (programme FI, B-IN)

Syllabus

• Convergence in probability and in distribution. Weak law of large numbers and central limit theorem. Random simulation.
• Multidimensional normal distribution, exact distributions.
• Basic ideas of inferential statistics. Samples and sample characteristics.
• Properties of the normal and asymptotically normal samples.
• Properties of the point estimators.
• Interval estimators and predictors. Simultaneous decisions.
• Statistical hypotheses testing. The power function.
• Multidimensional linear regression.
• Statistical computation pacquets.

Language of instruction

Czech

• Enrolment Statistics (Autumn 1996, recent)
  
• Permalink: https://is.muni.cz/course/fi/autumn1996/M012