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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
Testimonials (1)
Data management, reporting and statistics concepts.