2019 Practices for Psychological and Educational Measurement B

Font size  SML

Register update notification mail Add to favorite lecture list
Academic unit or major
Teacher education courses
Instructor(s)
Kuriyama Naoko  Hagiuda Nobuko 
Course component(s)
Exercise
Day/Period(Room No.)
Thr5-6(W9-319)  
Group
-
Course number
LAT.A404
Credits
1
Academic year
2019
Offered quarter
2Q
Syllabus updated
2019/3/19
Lecture notes updated
-
Language used
Japanese
Access Index

Course description and aims

This is a companion exercise course of LAT.A402 in which students learn how to use R to do the multivariate analysis of educational data.

Student learning outcomes

Master how to do the multivariate analysis using R.

Keywords

Statistical package, R, ICT Problem solving,Statistical perspective, Multivariate analysis

Competencies that will be developed

Intercultural skills Communication skills Specialist skills Critical thinking skills Practical and/or problem-solving skills
- - - -

Class flow

We set up two classes, “Strictery and Explanation of Typical Analysis Methods” and “Review of Lectures → Overcoming Stumbles and Confirmation of Cautions → Applied Tasks”.

Course schedule/Required learning

  Course schedule Required learning
Class 1 Regression Regression
Class 2 Factor analysis Factor analysis
Class 3 Factor analysis Factor analysis
Class 4 Cluster analysis and Classification of observations Cluster analysis and Classification of observations
Class 5 Cluster analysis and Classification of observations Cluster analysis and Classification of observations
Class 6 Comprehensive analysis exercise Comprehensive analysis exercise
Class 7 Comprehensive analysis exercise Comprehensive analysis exercise
Class 8 review test and presentation total review

Textbook(s)

Handouts will be provided.

Reference books, course materials, etc.

Introduced when necessary.

Assessment criteria and methods

attendance: 20%
assignment: 40%
review test: 40%

Related courses

  • LAT.A403 : Practices for Psychological and Educational Measurement A

Prerequisites (i.e., required knowledge, skills, courses, etc.)

Equivalent knowledge of LAT.A403

Page Top