Binominal Distribution & Normal Distribution Fitting

3D plot

At the end of this session, you should be able to:

1. produce a simple linear regression on a dataset
2. visualize the relation between two variables
3. produce and explore a multiple regression
4. interpret the obtained results
5. use interaction terms
6. showcase your results with the Stargazer package
7. evaluation your variables in a correlation matrix
8. think about your results in a 3D plot
9. perform a logistic regression on a dataset
10. interpret results with odds ratios and predicted probabilities
11. perform a multinomial and an ordered regression on a dataset

Plan

• 9.1 Simple Linear Regression
• 9.2 Multiple Linear Regression
• 9.3 Correlation matrix
• 9.4 Binary Logistic Model
• 9.5 Multinomial Logistic Regression
• 9.6 Ordinal Logistic Regression

Simple Linear Regression

Multiple Linear Regression

Correlation matrix

Binary Logistic Regression

Ordinal Logistic Regression

Multinomial Logistic Regression

Your final mission, should you choose to accept it…

You are in charge of organizing a presentation to the board of directors of an international investment firm. They need to decide in which country they want to invest.

We expect you to do:

1. a dynamic presentation using a flexdashboard
2. using for instance GDP and Foreign Direct Investment since at least 1995
3. using for instance France as a country

Expected outcome: we expect you to showcase your flexdashboard, which would value as much material as possible that has been studied during this Bootcamp I (for instance relevant visualizations, data tables, mapping techniques, some statistical analyses… whatever is possible). Have fun for this ultimate MI!