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Muhammad Raza Mustafa Khan
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Muhammad Raza Mustafa Khan
  • Home
  • CV
  • Projects
  • Publications
  • Teaching
  • Blog
  • Certifications
  • More
    • Home
    • CV
    • Projects
    • Publications
    • Teaching
    • Blog
    • Certifications

L01 - Introduction to Stata

In this lecture, we will get ourselves familiar with Stata interface. In this lecture, I have shared my journey with Stata as well. (Link)

L02 - Understand Data & Stata

In this session, we will be learning the following:


  1. Setting the working directory.

  2. Executing commands from do-file

  3. Loading dataset using ‘import’ and ‘use’ command.

  4. Importance of working directory.

  5. Determining the unit of observation.

  6. Extracting summary statistics.

  7. Cross-tabulating categorical variables.

(Link)

L03 - Getting Handy with Summary Statistics & Labels

In this session, we will be learning the following:


  1. Finding variables in the dataset 

  2. Generating summary statistics using various ways. 

  3. Sorting the data. 

  4. Understanding the difference between variable and value labels and how to assign them.

(Link)

L04 - Some Data Manipulation and Basic Parametric Analysis

In this session, we will be learning the following:


  1. Different Types of Dataset

  2. Making use of egen command.

  3. Learning to use _N & _n with gen command.

  4. Interpretation of Correlation, Scatterplot & Regression. 

(Link)

L05 - Addressing Duplicates, Merging & Exporting Regression Tables

In this session, we will be learning the following:


  1. Identifying duplicates in data.

  2. Dealing with duplicates.

  3. Merging datasets

  4. Exporting Regression tables 

(Link)

L06 - Appending and Reshaping

In this session, we will be learning the following:


  1. Appending datasets

  2. Reshaping data:

2.1. Reshaping data from long to wide.

2.2. Reshaping data from wide to long.

(Link)

L07 - Cleaning String Variables

In this session, we will be learning the following:


  1. Cleaning string variables.

  2. Using 'egen' to standardize variables.

(Link)

L08 - Locals, Globals & Introduction to Loops

In this session, we will be learning the following:


  1. Basics of loops in Stata.

  2. Using 'foreach' to automate repetitive tasks.

(Link)

L09 - Data Visualization in Stata

In this session, we will be learning the following:


  1. Choosing the right visual.

  2. Making graphs in Stata and improving the visual.

(Link)

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