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The course of Psychological Statistics is a core specialized course for undergraduate psychology students, mainly covering statistical theory, statistical methods, and data analysis techniques, particularly focusing on how these knowledge can be applied in psychological research. The course includes descriptive statistics, inferential statistics, probability theory, hypothesis testing, correlation analysis, regression analysis, analysis of variance, as well as factor analysis, cluster analysis, and an introduction to multivariate statistics. In addition, this course requires students to master JASP for psychological statistical analysis.
The importance of learning psychological statistics lies in
While Dr. Yan taught the course “Psychological Statistics” to UCAS undergraduate students, the students have written a Wikipedia of Psychological Statistics for reference. (P.S.: There are still many bugs in this wiki, which will be maintained and updated by subsequent students)
Dr. Yan's lecture video of “Psychological Statistics” has been compiled into a MOOC, and you can learn online for free:
http://edu.deepbrain.com/PsychStats
The following is a psychological statistics wiki, please click on the corresponding link to learn: