COGM008 Статистика


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.

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Когнитивна наука (на английски език)


гл. ас. Армине Джанян  д-р

Описание на курса:


Upon completion of the course students will


- 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:

Форми на провеждане:

Учебни форми:

Език, на който се води курса:

Теми, които се разглеждат в курса:

  1. Variables and research design
  2. Descriptive statistics
  3. Probability, sampling and distributions
  4. Hypothesis testing and statistical significance
  5. Correlational analysis: Pearson's r
  6. Analyses of differences between two conditions: the t-test
  7. Issues of significance
  8. Measures of association
  9. Analysis of differences between three or more conditions
  10. Analysis of variance with more than one IV
  11. Regression analysis
  12. Analysis of three or more groups partialling out effects of a covariate
  13. Introduction to factor analysis
  14. Introduction to multivariate analysis of variance (MANOVA)
  15. 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%