Shirota & Basabi Professors' Visual Math Lecture Note Series

1.　OPEN pdf: Yukari SHIROTA and Basabi Chakraborty: " Visually Do Statistics -What is the advantage of studying statistics -," Visual Math Lecture Note Series, the special lecture in Department of Electrical Engineering, Faculty of Engineering, University Indonesia, 26th Feb. 2019.

TOPICS: 95% confidence interval, ANOVA

VIDEO materials about the pdf

  1. 95% confidence interval(mp4)
  2. Central Limit Theorem (CLT)(mp4)
  3. Sample average changes everytime(mp4)
  4. Hypothesis testing(mp4)
  5. ANOVA for IPB (mp4) (ANOVA for IPB PDF)
  6. ANOVA(mp4)
  7. non-parametric test (mp4) (non-parametric test PDF)

2.　OPEN pdf: Yukari SHIROTA and Basabi Chakraborty: " Visually Do Statistics -Visualize Singular Value Decomposition-," Visual Math Lecture Note Series, the special lecture in Department of Electrical Engineering, Faculty of Engineering, University Indonesia, 26th Feb. 2019.

TOPICS: Latent Semantic Analysis, Singular Value Decomposition

3.　OPEN pdf: Yukari SHIROTA: " Visualization in the Field of Economics & Mathematics," Visual Math Lecture Note Series, the public lecture in Department of Economics, Faculty of Economics and Business, Universitas Indonesia, 27th Feb. 2019.

TOPICS: (1)Lagrange Multiplier Method, (2)Principal Component Analysis, (3)Animation of National Income Problem, (4)Compound Interest, (5)Bond Mathematics: Price-Yield Surface, (6)Similarity of 2 Stock Price Fluctuations, and (7)Black Sholes Model.

4.　OPEN pdf: Yukari SHIROTA: "Visualization of Time Series Demographic Data Change by Statistical Shape Analysis," Visual Math Lecture Note Series, the Lambaga Demografi of Indonesia University Series of Population Seminars, Lambaga Demografi, Indonesia University, 26th Sept. 2018.

TOPICS: Shape analysis, TFR

5.　OPEN pdf: Yukari SHIROTA, Riri Fitri Sari, Tetri Widiyani, and Takako Hashimoto: " Visually Do Statistical Shape Analysis!," Visual Math Lecture Note Series, the tutorial lecture in Data Science and Advanced Analytics (DSAA) Tokyo, Japan: IEEE, 21st Oct. 2017. https://www-cc.gakushuin.ac.jp/~20010570/mathABC/SELECTED/ShapeAnalysis/

TOPICS: Shape analysis, Partial warp