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Handling Large Scale Unit Level Data

Course Reviews

Track :

Computer Science

Lessons no : 41

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What will you learn in this course?
  • Master techniques for collecting and managing large-scale unit level data using STATA tools and methods
  • Apply sample size determination methods for reliable unit level data collection and analysis
  • Navigate and explore unit level datasets from NSS, IHDS, and NFHS using STATA efficiently
  • Design effective questionnaires and create new variables for comprehensive unit level data analysis
  • Combine and extract datasets in STATA to prepare data for advanced statistical analysis
  • Perform factor analysis and linear regression to identify key patterns and relationships in unit level data
  • Analyze qualitative variables using binary choice models for nuanced insights into survey data
  • Construct and analyze panel data to study longitudinal trends in large-scale unit level datasets
  • Implement data management best practices for large datasets to ensure accuracy and consistency
  • Utilize STATA commands for data extraction, merging, and variable creation in complex datasets
  • Interpret results from regression and factor analysis to inform policy and decision-making
  • Develop skills to handle, analyze, and visualize large-scale unit level data for research and policy analysis

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Lessons | 41
Handling Large Scale Unit Level Data Using STATA
00:02:50

Handling Large Scale Unit Level Data Using STATA
Lecture 01 Introduction to Data
00:33:19

Lecture 01 Introduction to Data
Lecture 02 Introduction to Unit Level Data
00:32:25

Lecture 02 Introduction to Unit Level Data
Lecture 03 Understanding Unit Level Data NSSO
00:31:33

Lecture 03 Understanding Unit Level Data NSSO
Lecture 04 Understanding Unit Level Data IHDS
00:32:29

Lecture 04 Understanding Unit Level Data IHDS
Lecture 05 Understanding Unit Level Data NFHS
00:35:01

Lecture 05 Understanding Unit Level Data NFHS
Lecture 06 Review of Sample Techniques I
00:35:26

Lecture 06 Review of Sample Techniques I
Lecture 07 Review of Sample Techniques II
00:32:36

Lecture 07 Review of Sample Techniques II
Lecture 08 Sample Size
00:33:48

Lecture 08 Sample Size
Lecture 09 Sample Size Determination I
00:34:59

Lecture 09 Sample Size Determination I
Lecture 10 Sample Size Determination II
00:38:33

Lecture 10 Sample Size Determination II
Lecture 11 Introduction to Stata
00:40:33

Lecture 11 Introduction to Stata
Lecture 12 Exploring Data in Stata
00:41:59

Lecture 12 Exploring Data in Stata
Lecture 13 Managing Data in Stata I
00:57:41

Lecture 13 Managing Data in Stata I
Lecture 14 Managing Data in Stata II
00:37:48

Lecture 14 Managing Data in Stata II
Lecture 15 Managing Data in Stata III
00:34:55

Lecture 15 Managing Data in Stata III
Lecture 16 Questionnaire Design
00:39:21

Lecture 16 Questionnaire Design
Lecture 17 Tabulation and Creation of New Variables in Stata I
00:36:26

Lecture 17 Tabulation and Creation of New Variables in Stata I
Lecture 18 Tabulation and Creation of New Variables in Stata II
00:50:20

Lecture 18 Tabulation and Creation of New Variables in Stata II
Lecture 19 Tabulation and Creation of New Variables in Stata III
00:37:40

Lecture 19 Tabulation and Creation of New Variables in Stata III
Lecture 20 Variable and Value Labels
00:28:07

Lecture 20 Variable and Value Labels
Lecture 21 Extraction in Stata I
00:22:14

Lecture 21 Extraction in Stata I
Lecture 22 Extraction in Stata II
00:42:14

Lecture 22 Extraction in Stata II
Lecture 23 Combining Datasets in Stata I
00:38:05

Lecture 23 Combining Datasets in Stata I
Lecture 24 Combining Datasets in Stata II
00:44:39

Lecture 24 Combining Datasets in Stata II
Lecture 25 Review of Commands
00:30:42

Lecture 25 Review of Commands
Lecture 26 Factor Analysis with Stata I
00:39:03

Lecture 26 Factor Analysis with Stata I
Lecture 27 Factor Analysis with Stata II
00:43:54

Lecture 27 Factor Analysis with Stata II
Lecture 28 Linear Regression Analysis in Stata I
00:45:15

Lecture 28 Linear Regression Analysis in Stata I
Lecture 29 Linear Regression Analysis in Stata II
00:40:20

Lecture 29 Linear Regression Analysis in Stata II
Lecture 30 Linear Regression Analysis in Stata III
00:58:49

Lecture 30 Linear Regression Analysis in Stata III
Lecture 31 Introduction to Qualitative Variables
00:33:12

Lecture 31 Introduction to Qualitative Variables
Lecture 32 Binary Response Model I
00:32:56

Lecture 32 Binary Response Model I
Lecture 33 Binary Response Model II
00:31:00

Lecture 33 Binary Response Model II
Lecture 34 Binary Response Model III
00:42:24

Lecture 34 Binary Response Model III
Lecture 35 Binary Response Model IV
00:46:39

Lecture 35 Binary Response Model IV
Lecture 36 Introduction to Panel Data
00:31:28

Lecture 36 Introduction to Panel Data
Lecture 37 Panel Data Models
00:32:53

Lecture 37 Panel Data Models
Lecture 38 Pooled Cross sectional Data
00:24:37

Lecture 38 Pooled Cross sectional Data
Lecture 39 Construction of Panel Data
00:41:53

Lecture 39 Construction of Panel Data
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Shridevi Shivappa Kadapatti

Superb 2024-01-07

MULATU WODAJINEW

i am happy to get nice knowledge 2023-12-06

Yabets Debebe

tanks for all 2023-11-03

Neeraj Kumar

I enjoined all seasons with proper guidance and details. it is the platform for all students for beginning. 2023-07-22

Subodh Hurgat

Happy to get new knowledge, good experience 2023-05-26

roshani dabhade

Good experience .. excellent lecture 2023-05-26

ABUL HASSAN KHAN

it is amazing to learn about STATA and apply it in Data Science 2023-04-25

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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