COGM008 Статистика
Анотация:
The course discusses basic approaches in data analyses in cognitive science. The aim of the course is to provide students with conceptual understanding of statistics as well as with basic practical skills in data analyses.
Преподавател(и):
гл. ас. Армине Джанян д-р
Описание на курса:
Компетенции:
Upon completion of the course students will
know:
- terminology and logical structures that are used in statistics;
- main concepts underlying specific types of tests;
be able to:
- conduct tests and interpret results from the tests;
- read and understand statistical section in scientific literature.
Предварителни изисквания:
none
Форми на провеждане:
Редовен
Учебни форми:
Лекция
Език, на който се води курса:
Английски
Теми, които се разглеждат в курса:
- Variables and research design
- Descriptive statistics
- Probability, sampling and distributions
- Hypothesis testing and statistical significance
- Correlational analysis: Pearson's r
- Analyses of differences between two conditions: the t-test
- Issues of significance
- Measures of association
- Analysis of differences between three or more conditions
- Analysis of variance with more than one IV
- Regression analysis
- Analysis of three or more groups partialling out effects of a covariate
- Introduction to factor analysis
- Introduction to multivariate analysis of variance (MANOVA)
- Non-parametric statistics
Литература по темите:
Dancey, C., & Reidy, J. (2020). Statistics Without Maths for Psychology 8th edition PDF ebook. Pearson Higher Ed.
Средства за оценяване:
test- 40 %
quiz - 30%
homework - 30%