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Course Outline

Introduction

Stata and Big Data

  • Overview of the Stata statistical software package

  • Fundamentals of Stata syntax and command structure

Establishing the Development Environment

  • Installation procedures and configuration for Stata

Data Sets and Management

  • Procedures for opening and cleaning data sets
  • Techniques for compressing data files
  • Methods for importing and exporting data sets
  • Processes for viewing, describing, and summarizing raw data
  • Application of tabulations and summary tables
  • Execution of distributional analysis
  • Utilization of variables for data manipulation
  • Protocols for saving data
  • Implementation of relevant commands for government data operations

Data Visualization in Stata

  • Creation and use of plots, charts, and graphs
  • Incorporation of distributional analysis within visual outputs
  • Formatting and combining graphical elements

Statistical Analysis and Regression Modeling

  • Application of bivariate correlation and regression techniques
  • Execution of OLS regression, logit, and probit models
  • Integration of interactive effects within regression frameworks

Summary and Conclusion

Requirements

  • Foundational knowledge of data science principles

Target Audience

  • Data Analysts
 14 Hours

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