Tilastomatematiikka (5 cr)
Code: TLXM3550-3007
General information
Enrollment
01.11.2021 - 09.01.2022
Timing
10.01.2022 - 20.05.2022
Number of ECTS credits allocated
5 op
Virtual portion
2 op
Mode of delivery
60 % Face-to-face, 40 % Online learning
Unit
Teknologiayksikkö
Campus
Pääkampus
Teaching languages
- Finnish
Seats
0 - 30
Degree programmes
- Logistiikka (AMK)
Teachers
- Pasi Lehtola
Teacher in charge
Ida Arhosalo
Groups
-
TLS20KMLogistiikka
Objective
The students master the concepts and methods included in statistics and probability theory and they can apply them in solving working life related problems by using a computer. The students can handle statistical material and on the grounds of it they are able to estimate risks, make decisions and forecasts.
Content
Basics of mathematical statistics and probability theory; statistical decision making; estimation and tests of hypothesis ; regression analysis; time series analysis; use of computer programs.
Oppimateriaali ja suositeltava kirjallisuus
Nummenmaa, L., Holopainen, M. & Pulkkinen, P. (2019) Tilastollisten menetelmien perusteet. SanomaPro
Holopainen, M., Pulkkinen, P. (2012) Tilastolliset menetelmät. SanomaPro
Heikkilä, T. (2014) Tilastollinen tutkimus. Edita
Teaching methods
Monimuotototeutuksen kontaktiopetus tapahtuu mikroluokassa ja sisältää harjoittelua tietokoneella. Itsenäisesti etäopiskelemalla omaksutaan tietoperusta ennen harjoittelua. Osaaminen saavutetaan soveltavilla oppimistehtävillä.
Student workload
Kontaktiopetus noin 30 h
Itsenäinen opiskelu noin 40 h
Harjoitustehtävät noin 50 h
Kokeeseen valmistautuminen noin 10 h
Evaluation scale
0-5
Arviointikriteerit, tyydyttävä (1-2)
Sufficient 1
You have achieved the desired goals. You know a few of the concepts and methods and how to apply them in familiar situations but your reasoning is often deficient and you make mistakes in calculations.
Satisfactory 2
You have achieved the desired goals. You know many of the concepts and methods and how to apply them in familiar situations but your reasoning is sometimes deficient or you make mistakes in calculations.
Arviointikriteerit, hyvä (3-4)
Good 3
You have achieved the desired goals. You know most of the concepts and methods and how to apply them in familiar situations showing often the ability to reason completely and calculate flawlessly.
Very good 4
You have achieved the desired goals. You know most of the concepts and methods and how to apply them in new situations showing in most cases the ability to reason completely and calculate flawlessly.
Assessment criteria, excellent (5)
Excellent 5
You have achieved the desired goals. You know all the concepts and methods and how to apply them in new situations showing always the ability to combine things, reason completely and calculate flawlessly.
Qualifications
The students can use the Excel program.