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Course Outline
Introduction
Stata and Big Data for Government
- Overview of Stata
- Stata syntax and commands
R Programming for Government
- Overview of R
- R syntax and structure
Preparing the Development Environment for Government
- Installing and configuring Stata
- Installing and configuring R libraries and frameworks
Integration of R and Stata for Government
- Reading and writing to Stata with R
Databases and Data Management in Stata for Government
- Opening and clearing databases
- Compressing databases
- Importing and exporting databases
- Viewing, describing, and summarizing raw data
- Using tabulations and tables
- Implementing variables for data manipulation
Descriptive and Predictive Analysis in Stata for Government
- Working with distributional analysis
- Working with Monte Carlo simulations
- Working with count data analysis
- Working with survival analysis
Hypothesis Testing in Stata for Government
- Testing and comparing means
Graphing in Stata for Government
- Using plots, charts, and graphs
- Working with statistical analysis in graphing
- Styling and combining graphs
Regression Models with R for Government
- Using bivariate correlation and regression
- Working with OLS regression, logits, and probits
- Using interactive effects in regression models
Summary and Conclusion for Government
Requirements
- A comprehension of data analysis for government
Audience
- Government Data Analysts
35 Hours
Testimonials (1)
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