JP/EN

Syllabus

SubjectSTATISTICAL ANALYSIS [DS2][1st half of semester]

Class Information

Faculty/Graduate School
POLICY MANAGEMENT / ENVIRONMENT AND INFORMATION STUDIES
Course Registration Number
01660
Subject Sort
B3210
Title
STATISTICAL ANALYSIS
Field
Fundamental Subjects - Subjects of Data Science - Data Science 2
Unit
2 Unit
Year/Semester
2022 Spring
K-Number
FPE-CO-03022-211-12
Year/Semester
2022 Spring
Day of Week・Period
Tue 1st , Tue 2nd
Lecturer Name
Takeo Kuwahara
Class Format
Face-to-face
Language
Japanese
Location
SFC, Other
Class Style
＊Please click here for more information on the correspondence between 'Class Style' and ’Active Learning Methods’.
Lecture, Seminar, Group Work, Connecting to Other Sites
GIGA Certificate
Not applied

Detail

Course Summary

This course is designed to be an introduction to understanding and evaluating data and making rational decisions based on that data. This year, the focus is on multivariate analysis techniques. What you will learn is the representation and summary statistics of quantitative and qualitative data, correlations and principal components, factor analysis, and analysis of covariance structures.

The focus is on mastering concepts and interpreting the results of data and statistical analysis, rather than detailed computational techniques.