Course Outline
Introduction to Stata
- Overview of Stata’s features and real-world applications.
- Comparative analysis of Stata versus SPSS and R.
- Exploring Stata syntax, core commands, and standard workflows.
Environment Setup
- Installation and configuration of Stata.
- Review of RStudio and essential R libraries for integration purposes.
Data Management with Stata
- Procedures for importing and exporting data.
- Techniques for data cleaning and transformation.
- Strategies for efficient handling of large datasets.
Statistical Analysis in Stata
- Generating descriptive statistics and summary tables.
- Analyzing probability distributions and conducting hypothesis tests.
- Performing regression analysis, including linear, logistic, and multivariate models.
Graphing and Visualization in Stata
- Creating professional charts, plots, and graphs.
- Customizing visualizations for presentation and reporting.
Integrating Stata and R
- Transferring data between Stata and R environments.
- Executing Stata commands directly from R.
- Automating statistical workflows across both platforms.
Advanced Concepts
- Implementing macros and loops in Stata.
- Applying Stata to predictive modeling tasks.
- Advanced Stata programming using do-files and ado-files.
Case Studies and Practical Applications
- Real-world use cases in research and data science.
- Integrating Stata and R in academic and industrial projects.
Summary and Future Directions
Requirements
- Practical experience with SPSS for statistical analysis.
- Proficiency in R programming.
Target Audience
- Computer science professionals.
- Data scientists and researchers focusing on statistical models.
- Analysts aiming to integrate Stata workflows 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