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Free Handling Large Scale Unit Level Data Using STATA tutorial, Course layout
WEEK 1: Familiarization with Unit Level Data
Introduction to Data
Introduction to Unit Level Data
Understanding Unit Level Data: NSS
Understanding Unit Level Data: IHDS
Understanding Unit Level Data: NFHS
WEEK 2: Collection of Unit Level data
Review of Sample Techniques
Review of Sample Techniques-II
Sample size
Sample Size Determination
Sample size Determination- II
WEEK 3: Getting Started With STATA
Introduction to Stata
Exploring Data in Stata
Managing Data in Stata-I
Managing Data in Stata-II
Managing Data in Stata-III
WEEK 4: Prerequisites of Unit level Data
Questionnaire Design
Tabulation and Creation of New Variables in STATA-I
Tabulation and Creation of New Variables in STATA-II
Tabulation and Creation of New Variables in STATA-III
Variable and Value labels
WEEK 5: Hand Holding of Unit Level Data
Extraction in STATA-I
Extraction in STATA-II
Combining Datasets in STATA-I
Combining Datasets in STATA-II
Review of Commands
WEEK 6: Analysis of Unit level Data
Factor Analysis with Stata- I
Factor Analysis with Stata- II
Linear Regression Analysis in Stata-I
Linear Regression Analysis in Stata-II
Linear Regression Analysis in Stata-III
WEEK 7: Analysis of Qualitative Variables
Introduction to Qualitative Variables
Binary Choice Model -I
Binary Choice Model -II
Binary Choice Model -III
Binary Choice Model -IV
WEEK 8: Analysis of Unit level Longitudinal Data
Introduction of Panel Data
Panel Data Models
Pooled Cross Sectional Data
Construction of Panel Data
Analysis of Panel Data in Stata