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• Descriptive Statistics
• Graphical Representation
• Simple Linear Regression (OLS)
• Multiple Linear Regression 
• Quantile Regression
• Logit/Probit Model
• Co-integration Analysis
• Chow Structural Break Analysis
• ANNOVA
• T-TESTS
• EFA/CFA
• Fixed Effects Model
• Random-Effects Model
• Detection of Multicollinearity, Heteroskedasticity and Autocorrelation
• Event Studies
• ARCH/GARCH Analysis
• Dummies
• Regression Discontinuity Design
• Difference-in-Difference Estimation
• Other similar models

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• Article with reference and citation
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• PDF
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