Course Outline

Introduction

Stata and Big Data for Government

  • Overview of Stata
  • Syntax and commands in Stata

Preparing the Development Environment for Government

  • Installing and configuring Stata for government use

Datasets and Data Management for Government

  • Opening and cleaning datasets for government analysis
  • Compressing datasets to optimize storage and performance
  • Importing and exporting datasets in various formats
  • Viewing, describing, and summarizing raw data for government reports
  • Using tabulations and tables for clear data presentation
  • Conducting distributional analysis to support policy decisions
  • Implementing variables for efficient data manipulation
  • Saving data securely for future reference
  • Utilizing commands to streamline data processing workflows

Graphing in Stata for Government

  • Creating plots, charts, and graphs for visual representation of data
  • Performing distributional analysis through graphical methods
  • Styling and combining graphs to enhance clarity and impact

Statistics and Regression Analysis for Government

  • Conducting bivariate correlation and regression analyses
  • Applying OLS regression, logits, and probits in government research
  • Incorporating interactive effects to refine regression models for policy analysis

Summary and Conclusion for Government

Requirements

  • A fundamental knowledge of data science for government

Audience

  • Data Analysts for government
 14 Hours

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