Probability Calculus and StatisticsLaajuus (5 cr)

Objective

The student will be familiar with different scales and their characteristic statistical numbers and will be able to determine them on the basis of data. He or she will be familiar with the basics of statistical testing, will know basic concepts related to probability and will be able to apply them in probability distribution.

Content

Population and random sample. Scales. Statistical numbers. The concept of probability. Conditional probability and independence. Discrete and continuous probability distribution. Correlation and regression. Statistical inference.

Qualifications

Basics of mathematics. Discrete Mathematics.

Assessment criteria, satisfactory (1)

The student has achieved the course objectives fairly. The student will be able to identify, define and use the course subject area’s concepts and models. The student has completed the required learning exercises in minimum requirement level.

Assessment criteria, good (3)

The student has achieved the course objectives well, even though the knowledge and skills need improvement on some areas. The student has completed the required learning exercises in good or satisfactory level. The student is able to define the course concepts and models and is able to justify the analysis.

Assessment criteria, excellent (5)

The student has achieved the objectives of the course with excellent marks. The student master commendably the course subject area’s concepts and models. The student has completed the required learning exercises in good or excellent level. The student is able to make justified and fluent analysis.

Assessment criteria, approved/failed

The student has achieved the course objectives fairly. The student will be able to identify, define and use the course subject area’s concepts and models. The student has completed the required learning exercises in minimum requirement level.