Course Outline
Introduction to Stata
- Overview of Stata and its use cases.
- Comparison of Stata with SPSS and R.
- Stata syntax, commands, and workflow structures.
Environment Configuration
- Installation and setup of Stata.
- Review of RStudio and R libraries for integration purposes.
Data Management within Stata
- Data import and export procedures.
- Data cleaning and transformation techniques.
- Efficient handling of large datasets.
Statistical Analysis using Stata
- Descriptive statistics and summary tables.
- Probability distributions and hypothesis testing.
- Regression analysis: linear, logistic, and multivariate models.
Graphing and Visualization in Stata
- Creation of charts, plots, and graphs.
- Customizing visual outputs for reporting.
Integration of Stata and R
- Data exchange between Stata and R.
- Executing Stata commands from R.
- Automating statistical workflows across both tools.
Advanced Concepts
- Macros and loops in Stata.
- Utilizing Stata for predictive modeling.
- Stata programming (do-files, ado-files).
Case Studies and Practical Applications
- Real-world applications in research and data science.
- Applying Stata and R integration in academic and industry projects.
Summary and Future Steps
Requirements
- Familiarity with SPSS for statistical analysis
- Competence in R programming
Target Audience
- Computer science professionals
- Data scientists and researchers engaged with statistical models
- Analysts aiming to integrate Stata with R
Testimonials (3)
Deepthi was super attuned to my needs, she could tell when to add layers of complexity and when to hold back and take a more structured approach. Deepthi truly worked at my pace and ensured I was able to use the new functions /tools myself by first showing then letting me recreate the items myself which really helped embed the training. I could not be happier with the results of this training and with the level of expertise of Deepthi!
Deepthi - Invest Northern Ireland
Course - IBM Cognos Analytics
he was well prepared - and he is very sympathetic
Oliver - Post CH AG
Course - Splunk Fundamentals
lots of pratical exercises