Certificate Authentication

Introduction

Stata and Big Data

• What is Stata?
• Stata syntax and commands

Preparing 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
• Using tabulations and tables
• Working with distributional analysis
• Implementing variables for data manipulation
• Saving data
• Working with commands

Graphing in Stata

• Using plots, charts, and graphs
• Working with distributional analysis in graphing
• Styling and combining graphs

Statistics and Regression

• Using bivariate correlation and regression
• Working with OLS regression, logits, and probits
• Using interactive effects in regression models

Summary and Conclusion