INTRODUCTION
Statistical software used for data administration, analysis, and visualisation is referred to as STATA. It has advanced features like forecasting, data analysis, survival analysis, time series analysis, and survey techniques. It can be used using a graphical user interface with extremely simple language. It gains from the engaged user base that supports it on a specific mailing list.
COURSE OBJECTIVES
The participant should be able to:
- Understand workflow use commands
- Manage, edit, and organize huge databases by the end of this course.
- Producing descriptive statistics
- Producing effective publication-quality diagrams
- Data analysis and estimations
DURATION
5 Days
WHO SHOULD ATTEND
Beginners who want to learn how to use STATA for data analysis could be a statistician, analyst, or aspiring data scientist.
COURSE CONTENT
Introduction to Statistical concepts and general analytics
- Research design
- Samples and populations
- Comparison of experimental and non-experimental designs
- Exploring variable types
Familiarizing with the application
- Datasets
- Commands
- Working with variable in STATA
- Basic analysis using ATATA
Charting and Graphical presentation using STATA
- Classifying different charts and processing them using STATA
- Understanding the Graph command syntax
- Graphs for categorical Vs Numeric variables
- Managing chart output in STATA
- Multivariate charting
Statistical Test using STAT
- One sample T-test
- Independent Samples T-test
- Paired Samples-T-test
- One way ANOVA
Measures of Associations in STATA
- Chi-Square test
- Pearson’s Correlation
- Spearman’s Rank –Order Correlation
Predictive Models Using STATA
- Linear Regression
- Multiple Regression
- Logistic Regression
- Ordinal Regression
Panel Data Analysis using STATA
- Exploration of panel data
- Fixed effects model/LSDV
- Random effects model
- Choosing the appropriate model
Time Series Analysis using STATA
- Introduction to time series using STATA
- Plotting a time series
- Seasonal differences
- Auto correlations
- Forecasting models in STATA
Econometric Analysis
- Econometric Analysis of cross-sectional data
- Econometric Analysis of panel data
- Econometric Analysis of time series-data
GENERAL NOTES
- Our seasoned instructors, who have years of experience as seasoned professionals in their respective fields of work, will be teaching this course. A combination of practical exercises, theory, group projects, and case studies are used to teach the course.
- The participants receive training manuals and supplementary reading materials.
- Participants who complete this course successfully will receive a certificate.
- We can also create a course specifically for your organization to match your needs. To learn more, get in touch with us at training@dealsontrainers.org.
- The training will take place at DEALSON TRAINERS IN NAIROBI, KENYA in Nairobi, Kenya.
- The training fee includes lunch, course materials, and lodging for the training session. Upon request, we may arrange for our participants' lodging and transportation to the airport.
- Payment must be made to our bank account before the training begins, and documentation of payment should be emailed to training@dealsontrainers.org