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Duration 14 hours
Course Outline
Introduction
Stata and Big Data
- What is Stata?
- Stata syntax and commands
Setting Up the Development Environment
- Installing and configuring Stata
Datasets and Data
- Opening and cleaning datasets
- Compressing datasets
- Importing and exporting datasets
- Viewing, describing, and summarizing raw data
- Utilizing tabulations and tables
- Engaging in distributional analysis
- Implementing variables for data manipulation
- Saving data
- Working with commands
Graphing in Stata
- Using plots, charts, and graphs
- Applying distributional analysis in graphing
- Styling and combining graphs
Statistics and Regression
- Using bivariate correlation and regression
- Working with OLS regression, logits, and probits
- Incorporating interactive effects in regression models
Summary and Conclusion
Requirements
- A fundamental understanding of data science
Target Audience
- Data Analysts
Testimonials (1)
Data management, reporting and statistics concepts.
