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Data Management & Analytics
Data Analysis Using STATA
Data Analysis Using STATA
9 Sections
34 Lessons
5 Days
Curriculum
9 Sections
34 Lessons
5 Days
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Introduction to Statistical Analysis
4 Items
1.0
Explain the basic steps of the research process
1.1
Explain differences between populations and samples
1.2
Explain differences between experimental and non-experimental research designs
1.3
Explain differences between independent and dependent variables
Introduction to Stata
4 Items
2.0
Datasets in Stata
2.1
Introduction to Stata commands
2.2
Working with variables in Stata
2.3
Basic analysis using Stata
Graphics using Stata
3 Items
3.0
Introduction to Stata GUI
3.1
Graph command syntax
3.2
Different types of Graphs in Stata
Statistical Tests using Stata
4 Items
4.0
One Sample T Test
4.1
Independent Samples T Test
4.2
Paired Samples T Test
4.3
One-Way ANOVA
Associations in Stata
3 Items
5.0
Chi-Square test
5.1
Pearson’s Correlation
5.2
Spearman’s Rank-Order Correlation
Predictive Models using Stata
4 Items
6.0
Linear Regression
6.1
Multiple Regression
6.2
Logistic Regression
6.3
Ordinal Regression
Panel Data Analysis using Stata
4 Items
7.0
Exploration of panel data
7.1
Fixed effects model/LSDV
7.2
Random effects model
7.3
Choosing the appropriate model
Time Series Analysis using Stata
5 Items
8.0
Introduction to time series analysis using Stata
8.1
Plotting a time series
8.2
Seasonal differences
8.3
Auto correlations
8.4
Forecast models in Stata
Econometric Analysis
3 Items
9.0
Econometric Analysis of cross-sectional data
9.1
Econometric Analysis of panel data
9.2
Econometric Analysis of time-series data
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