Hiroshima University Syllabus

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Academic Year School/Graduate School Lecture Code 2023Year School of Education CC520404 Specialized Education 心理学統計法II シンリガクトウケイホウII Psychological Statistics II NAKAO TAKASHI ナカオ　タカシ Higashi-Hiroshima 2nd-Year,  Second Semester,  3Term (3T) Fri1-4：EDU K104 Lecture Lecture based on materials provided in class and presentation materials with PC, Practical with PC 2.0 J : Japanese 2 : Undergraduate Low-Intermediate 24 : Social Sciences 06 : Psychology Students in Program in Psychology, Required course Method of psychology research, Inferential statistic, Testing of statistical hypothesis, Variance analysis, correlation analysis, regression analysis , multivariable  analysis Psychology（Abilities and Skills）・To acquire the basic ability and skills to conduct a research. By the end of this course, students should be able to1. Describe the outline of the statistic methods used in Psychology2. Understand and use the basic mothods of statistics, and be able to interplet the data.This class provides students with the opportunity to learn basic skills and understandings for statistic methods used inPsychology Lesson 1：Orientation and review of Statistical Methods in Psychological Research ILesson 2：ANOVA, Kruskal-Wallis testLesson 3：Multiple comparisons, one-way ANOVA, Friedman's testLesson 4：two-way ANOVA, main effects, and interactionsLesson 5： Three-way ANOVALesson 6：Supplemental explanation about the inferential statisticsLesson 7： Relationship between two variables（1）：scatter diagram and correlation coefficientLesson 8： Relationship between two variables (2): rank correlation and coefficient of associationLesson 9: Relationship between two variables (3): regression analysis Lesson 10: Multivariate analysis (1): Partial correlation, multiple regression analysisLesson 11: Multivariate analysis (2): covariance analysis, multilevel analysisLesson 12: Multivariate analysis (3): path analysis, mediation analysisLesson 13: Multivariate analysis (4): cluster analysis, principal component analysisLesson 14: Multivariate analysis (5): factor analysis, SEMLesson 15: Summary"Submit comment of every class.   Quiz is conducted at every unit contents of the class.Term-end examination" "No specific textbooksReference publications are introduced in class." Materials provided in class. Please bring your own PC. Review the lecture information and confer the reference book. "Desirable to have taken Statistical Methods in Psychological Research I.Class relevant to subject: Civics (Philosophy, Ethics, Religious Studies, Psychology)" Contents of comment sheets every time （Approx. 20％）, Quiz in lessons （Approx. 40％）, Term-end examination （Approx. 40％） Please bring your own PC (Windows PC is recommended).Don't you believe yourself, "I'm not good at subjects dealing with mathematics (statistics)." To remove such reconceived idea is also the one of the big objectives of this class. Be relaxed and work on it actively. Please fill in the class improvement questionnaire which is carried out on all classes.Instructors will reflect on your feedback and utilize the information for improving their teaching.
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