Data Management and Analysis using Stata
Details
This Data Management and Analysis using Stata course offers a concise and comprehensive approach to mastering the essential skills and techniques for managing and analyzing data using Stata software.
Through a combination of hands-on exercises, practical examples, and real-world applications, participants will learn how to efficiently handle data, clean and transform datasets, perform advanced statistical analysis, and generate meaningful insights using Stata’s powerful features.
At the end of the training, participants will harness the full potential of Stata for their data management and analysis needs.
Outline
Course Outline
Day 1: Getting Started with Stata and Exploring Data
- Introduction to Stata software and its features
- Setting up the Stata environment and understanding the interface
- Importing and managing datasets in Stata
- Data exploration techniques and summary statistics
- Data visualization using graphs and charts in Stata
Day 2: Data Management and Manipulation
- Cleaning and preparing data in Stata
- Handling missing values and outliers
- Data transformations and recoding variables
- Merging, appending, and reshaping datasets
- Subsetting and filtering data in Stata
Day 3: Data Visualization
- Advanced data visualization techniques in Stata
- Customizing graphs and charts for effective presentation
- Creating interactive and dynamic visualizations
- Exporting and saving visualizations in various formats
- Presenting data visually using Stata’s graphics capabilities
Day 4: Statistical Analysis with Stata
- Testing means and correlations in Stata
- Analysis of variance (ANOVA) techniques in Stata
- Linear regression analysis and interpretation of results
- Categorical choice models in Stata
- Introduction to counting data models in Stata
Day 5: Random Numbers, Simulation, and Model Assessment
- Generating random numbers and simulating data in Stata
- Using simulation techniques for modeling and analysis
- Assessing model fit and diagnostics in Stata
- Model interpretation and evaluation
- Reporting and presenting results in Stata
Special Offer
Schedules
| Mon, Tue, Wed, Thu, Fri | 09:00 AM — 05:00 PM |
| Weekdays | 09:00 AM — 05:00 PM |
| Weekdays | 09:00 AM — 05:00 PM |
| Weekdays | 09:00 AM — 05:00 PM |
| Weekdays | 09:00 AM — 05:00 PM |
| Weekdays | 09:00 AM — 05:00 PM |
| Weekdays | 09:00 AM — 05:00 PM |
| Weekdays | 09:00 AM — 05:00 PM |
| Weekdays | 09:00 AM — 05:00 PM |
| No. of Days: | 5 |
| Total Hours: | 40 |
Perk Group Africa is a capacity development, and consultancy center, a leading destination for organizations, groups, and individuals seeking to advance their skills in the many domains within our scope.
Our expertise includes Socio-economic Research, training, and consultancies on Spatial technologies, Climate change (Environmental Sustainability), Gender Inclusivity, Data Management and Statistics, Project Cycle Management, Enterprise Development, Governance, Organizational Development, and Personal Productivity.
PGA has a tradition of work excellence, we are privileged to have a pool of highly experienced and motivated consultants, all of whom are recognized as industry leaders in their respective fields.
Our aim is to ensure that our services contribute to the public good through sharing knowledge for the benefit of society.
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