This course contains the course content of the Hands-on Virtual Workshop on Statistical Data Analysis Using SPSS, Stata, and R (SSR-Batch-1).
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- Installing SPSS, Stata, and R/RStudio and an Introduction to the Tools
- Google Form Preparation and Data Collection
- Data Importing and Cleaning
- Data Manipulation
- Exploratory Data Analysis
- Correlation and Association
- Hypothesis Testing
- Regression Analyses
- Panel Data Analysis
- Results Exporting and Reporting
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Course Features
- Lectures 43
- Quiz 0
- Duration Lifetime access
- Skill level All levels
- Language English
- Students 105
- Certificate Yes
- Assessments Yes
- 9 Sections
- 43 Lessons
- Lifetime
Expand all sectionsCollapse all sections
- 1. Installing the Required ApplicationsInstalling SPSS, Stata, and R/RStudio and an Introduction to the Tools3
- 2. Google Form Preparation and Data Collection2
- 3. Data Preprocessing and Cleaning2
- 4. Data Normality & Manipulation15
- 4.1Day-8 đ Checking for Normal Distribution in SPSS78 Minutes
- 4.2Day-9 đ Checking for Normal Distribution in Stata55 Minutes
- 4.3Day-10 đ Checking for Normal Distribution in R (Part-1)54 Minutes
- 4.4Day-11 đ Checking for Normal Distribution in R (Part-2)50 Minutes
- 4.5Day-12 đ Introduction to ggplot2 in R (Part-1)60 Minutes
- 4.6Day-13 đ Introduction to ggplot2 in R (Part-2)50 Minutes
- 4.7Day-14 đ Data Manipulation in SPSS (Part-1)40 Minutes
- 4.8Day-15 đ Data Manipulation in SPSS (Part-2)53 Minutes
- 4.9Day-16 đ Data Manipulation in STATA (Part-1)50 Minutes
- 4.10Day-17 đ Data Manipulation in STATA (Part-2)50 Minutes
- 4.11Day-18 đ Data Manipulation in STATA (Part-3)40 Minutes
- 4.12Day-19 đ Data Manipulation in R (Part-1)69 Minutes
- 4.13Day-20 đ Data Manipulation in R (Part-2)60 Minutes
- 4.14Day-21 đ Creating a Short Dataset in SPSS37 Minutes
- 4.15Day-22 đ EDA in SPSS57 Minutes
- 5. Correlation and Association3
- 6. Hypothesis Testing9
- 6.1Day-26 đ Independent Samples T Test in SPSS55 Minutes
- 6.2Day-27 đ Independent Samples T Test in STATA47 Minutes
- 6.3Day-28 đ Mann-Whitney U-Test in SPSS and STATA54 Minutes
- 6.4Day-29 đ One-Way ANOVA in SPSS90 Minutes
- 6.5Day-30 đ One-Way ANOVA in STATA58 Minutes
- 6.6Day-31 đ Kruskal-Wallis H Test in SPSS57 Minutes
- 6.7Day-32 đ Kruskal-Wallis H Test in STATA27 Minutes
- 6.8Day-33 đ Paired T Test in SPSS and STATA43 Minutes
- 6.9Day-34 đ Wilcoxon Signed-Rank Test in SPSS and STATA51 Minutes
- 7. Regression Analyses3
- 8. Panel Data Analyses5
- 8.1Day-38 đ Panel Data Analysis in STATA (Part-1)35 Minutes
- 8.2Day-39 đ Panel Data Analysis in STATA (Part-2)55 Minutes
- 8.3Day-40 đ Panel Data Analysis in STATA (Part-3)38 Minutes
- 8.4Day-41 đ Panel Data Analysis in STATA (Part-4)55 Minutes
- 8.5Day-42 đ Panel Data Analysis in STATA (Part-5)42 Minutes
- 9. Results Exporting and Reporting1
