Definitions

Linear Regression Tutorials

Concept	Text Tutorial
Simple Linear Regression	[Definition]
Multiple Linear Regression	[Definition]
Linear Regression: Coefficient of Determination	[Definition]
Multicollinearity: Variance Inflation Factor	[Definition]
Linearity in Parameters: Ramsey RESET Test	[Definition]
Omitted Variable Bias: Wald Test	[Definition]
Heteroskedasticity: Breusch-Pagan and White Tests	[Definition]
Normality in Error Term: Q-Q Plot and Jarque-Bera Test	[Definition]
Homogeneity of Regression Slopes: Dummy Variables	[Definition]
Linear Regression: Analysis of Variance ANOVA Table	[Definition]
Linear Regression: Residual Standard Error	[Definition]
Linear Regression: Coefficients Analysis	[Definition]
Instrumental Variables: Two Stage Least Squares	[Definition]
Exogeneity: Wu-Hausman and Sargan Tests	[Definition]

Time Series Analysis Tutorials

Concept	Text Tutorial
Exponential Smoothing: Brown Simple Method	[Definition]
Stationarity: Augmented Dickey-Fuller Test	[Definition]
Time Series Decomposition: Classical Method	[Definition]
ARIMA Models Identification: Correlograms	[Definition]