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Course Outline
Introduction to Stata
- Overview of Stata and its applications.
- Comparison of Stata with SPSS and R.
- Stata syntax, commands, and workflows.
Setting Up the Environment
- Installing and configuring Stata.
- Review of RStudio and R libraries for integration.
Data Management in Stata
- Importing and exporting data.
- Data cleaning and transformation.
- Managing large datasets efficiently.
Stata for Statistical Analysis
- Descriptive statistics and summary tables.
- Probability distributions and hypothesis testing.
- Regression analysis: linear, logistic, and multivariate models.
Graphing and Visualization in Stata
- Creating charts, plots, and graphs.
- Customizing visualizations for reports.
Stata and R Integration
- Reading and writing data between Stata and R.
- Calling Stata commands from R.
- Automating statistical workflows between the two tools.
Advanced Topics
- Macros and loops in Stata.
- Using Stata for predictive modeling.
- Programming in Stata (do-files, ado-files).
Case Studies and Practical Applications
- Real-world applications in research and data science.
- Integrating Stata with R in academic and industry projects.
Summary and Next Steps
Requirements
- Experience using SPSS for statistical analysis
- Proficiency in R programming
Audience
- Computer science professionals
- Data scientists and researchers working with statistical models
- Analysts looking to integrate Stata with R
35 Hours
Delivery Options
Private Group Training
Our identity is rooted in delivering exactly what our clients need.
- Pre-course call with your trainer
- Customisation of the learning experience to achieve your goals -
- Bespoke outlines
- Practical hands-on exercises containing data / scenarios recognisable to the learners
- Training scheduled on a date of your choice
- Delivered online, onsite/classroom or hybrid by experts sharing real world experience
Private Group Prices RRP from €11400 online delivery, based on a group of 2 delegates, €3600 per additional delegate (excludes any certification / exam costs). We recommend a maximum group size of 12 for most learning events.
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Public Training
Please see our public courses
Testimonials (5)
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
Share example of application
Course - Alteryx for Data Analysis
Very clearly articulated and explained
Harshit Arora - PwC South East Asia Consulting
Course - Alteryx for Developers
Linear regression - the algorithm to predict the trend
Vincent Ko - UBS
Course - Data Preparation with Alteryx
The pace was just right and the relaxed atmosphere made candidates feel at ease to ask questions.
