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TRAINING ON DATA MANAGEMENT AND STATISTICAL ANALYSIS USING STATA

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admin
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Course Description

THE RATIONALE

This course, extended over nine modules, provides a comprehensive introduction to Stata and Statistics. The aim of the course is to teach all the variables, and the relevant Stata commands, used in Statistics. These variables are nominal, ordinal, interval, and ratio variables.

Stata 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.

The course is aimed at researchers and other professionals who would like to strengthen their capacity using this statistical data analysis software.  The training will enhance the knowledge and skills of the participants to analyze data in a fast, accurate and easier manner by using Stata software and will know how to interpret and present the results.

 

THE COURSE OBJECTIVES:

By the end of this training, participants will be able to:

  • Perform data analysis tasks with Stata
  • Perform simple to complex data management tasks using Stata software
  • Generating descriptive statistics
  • Creating powerful publication-quality graphs
  • Data Analysis/Estimations
  • Interpret and present the results                                                                                                                                                                                                                                                                                                  THE COURSE OUTLINE

The course will cover the following:

MODULE 1:  INTRODUCTION TO STATISTICAL CONCEPTS AND GENERAL ANALYTICS

  • Research design
  • Samples and populations
  • Comparison of experimental and non-experimental designs
  • Exploring variable types

MODULE 2:  FAMILIARIZING WITH THE APPLICATION

  • Datasets
  • Commands
  • Working with variables in Stata
  • Basic analysis using Stata
  • Charting and Graphical presentation using Stata

MODULE 3: 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

MODULE 4:  ONE SAMPLE T TEST

  • Independent Samples T Test
  • Paired Samples T Test
  • One-Way ANOVA
  • Measures of Associations in Stata

MODULE 5:  CHI-SQUARE TEST

  • Pearson’s Correlation
  • Spearman’s Rank-Order Correlation
  • Predictive Models using Stata

MODULE 6:  LINEAR REGRESSION

  • Multiple Regression
  • Logistic Regression
  • Ordinal Regression
  • Panel Data Analysis using Stata

MODULE 7:  EXPLORATION OF PANEL DATA

  • Fixed effects model/LSDV
  • Random effects model
  • Choosing the appropriate model
  • Time Series Analysis using Stata

MODULE 8:  INTRODUCTION TO TIME SERIES ANALYSIS USING STATA

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

TARGET AUDIENCE

Officers in IT Departments, Middle-level and Senior Managers, Secretaries, Statistician, analyst, or a budding data scientist and beginners who want to learn how to analyze data with Stata.

 

Delivery Method: Combines lectures, discussions, group exercises and illustrations

Venue: Online Class

Fee:

Duration: 1 week

Course Date:  Feb 27th-March 3rd 2023

About Instructor

  • admin

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