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Simple Linear Regression
Basics of Regression - meaning , cross sectional data , time series data ,pooled data, panel data
Two variable Regression
Coefficient of Determination-R Squared.
Regression estimation -Derivations of B1 and B2
MCQ Test
Hypothesis Testing
MCQ Test
P-Value Explained _Regression _Hypothesis Testing
Extension of Two variable linear regression Model
Regression Through Origin
Functional form of Regression | Regression Analysis
Regression on Standardised Variables
Scaling and unit of measurement _Econometrics_ Regression
MCQ Test
Multiple Regression: Problem Estimation
Multiple Regression Analysis-Econometrics
R Squared and Multiple Regression Model-Econometrics
R -Squared and Adjusted R-Squared
MCQ Test
Multiple Regression: Problem Inferences
F Test and Multiple Regression _ Econometric
Chow Test _ Test of Parameter Stability _ Econometrics
Marginal contribution of Explanatory Variables and Multiple Regression.
Restricted Least Square - Multiple Regression
Dummy Variables
Dummy Variables and Regression Analysis
Interaction Effect and Dummy Variable
Dummy variables and Seasonal Analysis _Econometrics.
Dummy Variables and Regression Analysis
Interaction Effect and Dummy Variable
Dummy Variables alternate to Chow Test
Multicollinearity
Multicollinearity Detection and Remedies.
Multicollinearity and Consequences
Heteroscedasticity
Heteroscedasticity _ Causes and Consequences
Heteroscedasticity _ Detection and Remedies
Autocorrelation
Autocorrelation: Causes and Consequences
Durbin Watson D Test _ Autocorrelation
Remedies for Autocorrelation
Model Specification Errors
Omitted Variable_ Model Specification Error
D Test Model Specification Error
Overfitting of Model _ Model Specification Error
Ramsey RESET Test
Panel Data Regression Model
Panel Data _ Pooled Data Method or Grand Regression OLS Method.
Random Effect Model _ Panel Data
Panel Data _ Pooled Data Method or Grand Regression OLS Method.
Qualitative Regression
Logit and Probit Models
Linear Probability Model
Autoregressive and Distributed Lag Model
Auto-regressive and Distributed lag Models
Koyck Approach to Distributed Lag Model
Granger Causality Test
Simultaneous Equations
Simultaneous Equation _ Econometrics
Structural Equation and Reduced Form Equation
Order condition _ Identification Problem
Recursive Method and OLS
Two stage least Square Method_ simultaneous equation
Indirect Least Squares Method _ Simultaneous equations
Time Series -Concepts
Stationary Time Series
Non stationary Time Series
Unit Root Test or Dickey Fuller Test
Co-Integration and Engle Granger Test
Spurious Regression or Nonsense Regression
Co-Integration and Error Correction Model
Time Series Forecasting