Аспирантура
2023/2024
Методология исследования и базовая статистика
Статус:
Курс обязательный
Направление:
00.00.00. Аспирантура
Кто читает:
Департамент образовательных программ
Когда читается:
1-й курс, 1 семестр
Формат изучения:
без онлайн-курса
Охват аудитории:
для своего кампуса
Язык:
английский
Кредиты:
4
Контактные часы:
44
Course Syllabus
Abstract
The students are expected to have some undergraduate background in quantitative methods (Descriptive statistics vs. inferential statistics; Measures of central tendency and dispersion; Normal distribution and standard scores; Principles of statistical inference, central limit theorem, and sampling distributions; Standard errors (for means, difference between means, correlation, regression coefficient, etc.; z-tests and t-tests; Covariance, correlation, and simple linear regression (regression with only one predictor – interpreting the regression coefficient, standard error of estimate, variance explained, etc.); Statistical power and effect size (what they are and why they’re important); Chi- square Goodness of fit and Test of association (two-way design); One way ANOVA, factorial ANOVA, and within-subjects and mixed ANOVA; Planned comparisons (a priori), contrasts, post - hoc comparisons (a posteriori)) and research designs (Experimental vs. quasi-experimental designs, Threats to validity and experimental control, Statistical inference).