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 Duration 14 hours

Course Outline

Introduction

Stata and Big Data

  • Overview of Stata
  • Stata syntax and command structure

Development Environment Setup

  • Installation and configuration of Stata

Datasets and Data Management

  • Dataset ingestion and cleaning procedures
  • Data compression techniques
  • Data import and export workflows
  • Raw data inspection, description, and summarization
  • Utilization of tabulations and data tables
  • Application of distributional analysis
  • Variable creation and data manipulation strategies
  • Data persistence and storage protocols
  • Execution of operational commands

Graphical Analysis in Stata

  • Creation of plots, charts, and graphs
  • Graphical representation of distributional analysis
  • Graph styling and composite visualization

Statistical Modeling and Regression

  • Bivariate correlation and regression analysis
  • OLS regression, logistic, and probit modeling
  • Integration of interactive effects in regression frameworks

Summary and Conclusion

Requirements

  • Fundamental knowledge of data science principles

Intended Audience

  • Data Analysts

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