Elements of statistics 17-DSTA-IP0
Classes in the subject cover the most important issues in various fields of statistics. The first topic concerns the basic concepts of the theory of probability such as a random variable and its characteristics, probability and probability distribution. The next topic concerns the estimators of the characteristics of random variables. Next, we will discuss statistical tests. In addition to the general formula of the test, the most important parametric and non-parametric tests will be presented.
The methods of determining the confidence intervals will also be indicated. The next topic is correlation analysis, with emphasis not only on Pearson's but also Spearman's correlation analysis. The last topic is about regression analysis.
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Term 2021/SL:
as above |
Term 2022/SL:
as above |
Module learning aims
Information on where to find course materials
Major
ECTS code
Number of hours
Methods of teaching for learning outcomes achievement
Course module conducted remotely (e-learning)
Student workload (ECTS credits)
Cycle of studies
Module type
Year of studies (where relevant)
Pre-requisites in terms of knowledge, skills and social competences
General: Elementary methods of overall mathematics | Term 2022/SL: as above | Term 2021/SL: as above |
Course coordinators
Term 2020/SL: | Term 2025/SL: | Term 2022/SL: | Term 2024/SL: | Term 2023/SL: | Term 2021/SL: |
Module learning aims
Learning outcomes
Knowledge:
- student defines basic statistical estimators
- student describe tstatistical test procedures
- student lists basic statistical test
Abilities:
- student applies statistical methods to analyzing real data.
Assessment criteria
1. final project
2. Theoretical Exam (oral or written)
Practical placement
not concern
Bibliography
1. Mieczysław Sobczyk, Statistics (in Polish), Wydawnictwo Naukowe PWN, Warszawa, 2007
2. Robert R. Johnson, Patricia J. Kuby, Elementary Statistics, Cengage Learning, 2011
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Term 2021/SL:
as above |
Term 2022/SL:
as above |
Notes
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Term 2021/SL:
none |
Term 2022/SL:
none |
Additional information
Additional information (registration calendar, class conductors, localization and schedules of classes), might be available in the USOSweb system: