Assignment help for the analysis of Panel Data, Regression, and Time-Series of the USA : Econometrics Assignment Help

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• Gauss-Markov assumptions for the Classical Linear Regression Model (CLRM) and Ordinary Least Squares (OLS) estimation
• For Vector Autoregression (VAR) Panel Data Econometric Analysis, Unit Root Testing and Stationarity in ARIMA Models and Forecasting Cointegration and Error Correction Models

• Comparing Fixed Effects and Random Effects Models
• Differences in Differences Analysis (DID)
• Root and Cointegration Tests for Panel Units in Models of Dynamic Panel Data (GMM) Applied Econometrics and Microeconometrics

• Binary Choice Models: Treatment Effects of Logit and Probit Instrumental Variables for Causal Inference and Estimation (IV)
• Models of Heckman and Tobit Selection
• Machine Learning and Econometrics

• Big Data Applications of Neural Networks and Deep Learning for Economic Research Lasso & Ridge Regression Tasks Particular to the Bayesian Econometrics Software

• STATA: Regression, Panel Data, Forecasting; R & Python: Data Visualization, Hypothesis Testing, Machine Learning Models
• MATLAB & EViews: ARIMA, VAR, and Time-Series Models

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