Analysis of empirical data in R
Course: Sociology
Structural unit: Faculty of Sociology
Title
Analysis of empirical data in R
Code
ВБ1.2
Module type
Вибіркова дисципліна для ОП
Educational cycle
Second
Year of study when the component is delivered
2021/2022
Semester/trimester when the component is delivered
3 Semester
Number of ECTS credits allocated
4
Learning outcomes
1.1 Know modern methods of analysis and presentation of sociological research data
1.2 Know modern packages for the analysis of statistical information
2.1 Be able to prepare data for analysis
2.2 Be able to perform statistical analysis of data in R
2.3 Be able to perform visual interpretation of data
Form of study
Full-time form
Prerequisites and co-requisites
1. Know the basic methods of analysis of sociological information.
2. Be able to work with a computer.
3. Have basic skills in working with data sets.
Course content
I. Basics of work in the environment R.
1. Introduction. Data types in R. Data import and export
2. Functions and constructions in R
II. Analysis of empirical data using R.
3. Statistical calculations in R.
4. Graphs and their parameters in R.
Recommended or required reading and other learning resources/tools
1. Hnatyuk V., Introduction to R on examples — Kharkiv, KhNEU, 2010, 107 p. URL: http://www.soc.univ.kiev.ua/en/library/vstup-do-r-na-prikladah с10-93
Planned learning activities and teaching methods
Lecture, seminar, individual work at Moodle
Assessment methods and criteria
1. Distance course "https://stepik.org/course/129. Data analysis in R », certificate, LR 1.1, LR 1.2 - 3 points / 0 points
2. Test 1 on topic 1, LR 1.1, LR 1.2 - 9 points / 6 points
3. Final test 1 with topics 1 and 2, LR 1.2, LR 2.1- 9 points / 6 points
4. Test 2 on topic 3, LR 2.1, LR 2.2 - 9 points / 6 points
5. Final test 2 on topics 3 and 4, LR 2.1, LR 2.2 and LR 2.3 - 20 points / 12 points
6. Distance course "Prometheus: Data analysis and statistical inference in R", certificate, LR2.2, LR 2.3 - 3 points / 0 points
7. Answers at seminars РН2.1, РН2.2 and РН2.3 –7 points / 6 points
final assessment: exam, LR 2.1, LR 2.2, LR 2.3
Language of instruction
ukrainian
Lecturers
This discipline is taught by the following teachers
Mykola
Volodymyr-Stanislavovych
Sydorov
Methodology and Methods of Sociological Research
Faculty of Sociology
Faculty of Sociology
Departments
The following departments are involved in teaching the above discipline
Methodology and Methods of Sociological Research
Faculty of Sociology