Schedule

Note

구체적인 시간은 워크샵 진행에 따라 변동이 있을 수 있습니다.

Day 1: July 7th (Friday) 9:00 AM - 12:30 PM

Time	Topic	Note
9:00 - 9:50 (50 min)	Introduction to R and Base-R	Assignment 1 (Due by July 9th 11:59 PM), Sun.)
10:00 - 10:50 (50 min)	Documentation with R and TeX
11:00 - 11:35 (35 min)	Introduction to Tidyverseand Improving Reading Files
11:45 - 12:30 (45 min)	Improving Creating and Modifying Variables: Mutate, Select, and Filter

Day 2: July 12th (Wednesday) 9:00 AM - 12:30 PM

Time	Topic	Note
9:00 - 9:45 (45 min)	Q&A for the last session Assignment explanation	Assignment 2 (Due by July 12th 11:59 PM), Wed.)
9:55 - 10:40 (45 min)	Improving Grouping Data
10:50 - 11:35 (45 min)	Improving Converting Data Frames between Long and Wide Formats
11:45 - 12:30 (45 min)	Data Visualization: ggplot()

Day 3: July 14th (Friday) 2:00 PM - 4:30 PM

Date	Topic	Readings
9:00 - 9:30 (30 min)	Statistical Models and Social Science Types of Data; Visualizing and Transforming Data	Required: CH 1. in Fox CHs. 3-4. in Fox Recommended: Coding Style and Good Computing Practices Data Visualization with R
9:40 - 10:20 (40 min)	Probabilities, Distribution, and Hypotheses	Required: CH. 3. in GHV
10:30 - 11:20 (50 min)	Foundation of Inference: Classical Way	Required: Ch. 4. in GHV Recommended: The Statistical Crisis in Science
11:30 - 12:30 (60 min)	Ordinary Least Squares I: The Fundamentals of Linear Regression and Dealing with Qualitative Explanatory Variables	Required: CH. 5. in Fox Recommended: Scaling regression inputs by dividing by two standard deviations

Day 4: July 18th (Tuesday) 2:00 PM - 4:45 AM

Date	Topic	Readings
2:00 - 2:45 (45 min)	Ordinary Least Squares II: Working with Interactions in Your Regression	Required: Understanding Interaction Models: Improving Empirical Analyses How Much Should We Trust Estimates from Multiplicative Interaction Models? Simple Tools to Improve Empirical Practice
2:55 - 3:30 (35 min)	Linear-Model Diagnostics & Statistical Significance and Confidence Intervals	Required: CHs. 11-13. in Fox
3:40 - 4:30 (50 min)	Statistical Inference in Modern Way: Non-Parametric and Parametric Bootstrapping	Required: Making the Most of Statistical Analyses Recommended: Bootstrap Statistical Inference Evaluating forecasts of political conflict dynamics

Assignment Dues:

1. Day 1 Assignment: by July 11th 11:59 PM, Sun.
2. Day 2 Assignment: by July 13th 11:59 PM, Mon.
3. Day 3-4 Assignment: by July 22th 11:59 PM, Sat.

After the workshop for the day concludes, you can find assignments on the Assignments Tab.