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Course Outline
Introduction
Stata and Big Data for Government
- What is Stata?
- Stata Syntax and Commands for Government Use
Preparing the Development Environment for Government
- Installing and Configuring Stata for Government Operations
Datasets and Data Management for Government
- Opening and Cleaning Datasets for Government Analysis
- Compressing Datasets for Efficient Storage and Analysis
- Importing and Exporting Datasets for Interoperability
- Viewing, Describing, and Summarizing Raw Data for Government Reports
- Using Tabulations and Tables for Clear Presentation of Data
- Working with Distributional Analysis for Robust Data Interpretation
- Implementing Variables for Data Manipulation in Government Studies
- Saving Data for Future Use and Record-Keeping
- Working with Commands for Efficient Data Processing
Graphing in Stata for Government Reports
- Using Plots, Charts, and Graphs for Visual Representation of Data
- Working with Distributional Analysis in Graphing for Enhanced Understanding
- Styling and Combining Graphs for Professional Presentation
Statistics and Regression for Government Research
- Using Bivariate Correlation and Regression for Policy Analysis
- Working with OLS Regression, Logits, and Probits for Advanced Analytics
- Using Interactive Effects in Regression Models for Comprehensive Insights
Summary and Conclusion for Government Applications
Requirements
- A foundational knowledge of data science for government
Audience
- Data Analysts in the public sector
14 Hours
Testimonials (1)
Data management, reporting and statistics concepts.
