Data Management and Statistical Data Analysis using STATA Course

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Introduction

Stata refers to statistical software which is used in the management of data, analysis, and graphics. It comprises of advanced functions which includes forecasting, survival analysis, data analysis, and time series analysis and survey methods. It can be utilized via graphical interface using very intuitive language. It benefits from the active user community which gives its support on a dedicated mailing.

Course Objective:

• Workflow use commands
• Manage, edit and structure large databases
• Generating descriptive statistics
• Creating powerful publication-quality graphs.
• Data Analysis/Estimations 

Duration

5 days

Who should attend?

Statistician, analyst, or a budding data scientist and beginners who want to learn how to analyze data with stata.

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 variables in Stata
• Basic analysis using Stata

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 Tests using Stata

• 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 analysis using Stata
• Plotting a time series
• Seasonal differences
• Auto correlations
• Forecast models in Stata

Econometric Analysis

• Econometric Analysis of cross-sectional data
• Econometric Analysis of panel data
• Econometric Analysis of time-series data

Training Approach

This course will be delivered by our skilled trainers who have vast knowledge and experience as expert professionals in the fields. The course is taught in English and through a mix of theory, practical activities, group discussion and case studies. Course manuals and additional training materials will be provided to the participants upon completion of the training.

Tailor-Made Course

This course can also be tailor-made to meet organization requirement. For further inquiries, please contact us on: Email: [email protected] Tel: +254 721 331 808