Currently teaching: Tokyo University of Science
Graduate Statistics
Basic statistics & Econometrics
Economic Data Analysis I,II
Real data analysis using R
Computational Economics I
Health Economics (Text:Goto and Ibuka, in Japanese)
Computational Economics II
Bayesian statistics using Python
Seminar
Machine Learning
Undergraduate Thesis
Past lectures
2020: Tokyo University of Science
Graduate Statistics
Economic Data Analysis I,II
Computational Economics I
Advanced econometrics, causal inference (Text: Mostly Harmless Econometrics)
Computational Economics II
Bayesian statistics using Python
Seminar
Machine Learning (Text: Muller and Guide: "Introduction to Machine Learning with Python: A Guide for Data Scientists (Japanese translation)")
Undergraduate Thesis
2019: Tokyo University of Science
Economic Data Analysis I,II
Computational Economics I
Advanced econometrics, causal inference (Text: Mostly Harmless Econometrics)
Econometrics II
Seminar
Machine Learning (Text: James, Witten, Hastie and Tibshirani "An Introduction to Statistical Learning: with Applications in R,(Japanese translation)")
Undergraduate Thesis
2018: Tokyo University of Science
Foundation for Data Science I
Word & LaTeX
Economic Data Analysis I
Real data analysis using R: Regression, Logit
Economic Data Analysis II
Real data analysis using R: Time series, microeconometrics
Computational Economics 1
Mathematical Statistics (Text: Takemura "Modern Mathematical Statistics (in Japanese)")
Seminar
Bayesian Statistics
Undergraduate Thesis
Health Economics
2017 Tokyo University of Science
Career Design I
Foundation for Data Science I
Seminar
Foundation for Data Science II
Economic Data Analysis I