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 Duration 14 hours

Course Outline

Introduction

Stata and Big Data

  • Overview of Stata
  • Stata syntax and command structures

Setting Up the Development Environment

  • Installation and configuration of Stata

Datasets and Data Management

  • Loading and cleaning data sets
  • Data compression techniques
  • Importing and exporting data files
  • Exploring, describing, and summarizing raw data
  • Utilizing tabulations and tables
  • Applying distributional analysis
  • Creating and manipulating variables
  • Saving data securely
  • Working with specific Stata commands

Graphing in Stata

  • Creating plots, charts, and graphs
  • Visualizing distributional analysis
  • Customizing styles and combining multiple graphs

Statistics and Regression

  • Bivariate correlation and regression analysis
  • OLS regression, logistic, and probit models
  • Incorporating interactive effects in regression models

Summary and Conclusion

Requirements

  • Foundational knowledge of data science principles

Target Audience

  • Data Analysts

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