Advanced Econometric Methods using EViews

Advanced Econometric Methods using EViews

 

3-Day Professional Development Workshop

 

Workshop Programme
This course will present an advanced treatment of econometric principles for cross-sectional, panel and time-series
data sets. While concentrating on linear models, some non-linear cases will also be discussed, notably limited
dependent variable models and generalised methods of moments. The course will focus on modern econometric
techniques, addressing both technical derivations and practical applications. Applications in the areas of
microeconomics, macroeconomics and finance will be considered.

Prerequisites: Introductory Econometrics, Econometrics II, Calculus and Matrix Algebra.

The applied work will be performed using a software program called EViews. Data sets for the applications will be
provided. Participants are advisable to bring their own preinstalled laptops if they wish to try out the applied work
during this seminar.

The topics covered will include.

    • Day 1: Main Regression. Topics to include:
      • Principles of Estimation (Ordinary Least Squares, Generalized Least Squares and Maximum
        Likelihood Estimation with Micro-Econometric applications)
      • Principles of Testing (t- and F-test; Wald, Likelihood Ratio, Lagrange Multiplier Testing
        Principles).
    • Day 2: Estimation Methodology. Topics to include:
      • Endogeneity in linear regression models
      • Instruments
      • 2SLS estimator and Generalized IV estimator
      • Simultaneous equations. Motivation, definition and asymptotic properties of GMM estimator
      • Efficient GMM estimation
      • Over-identifying restrictions. Introduction to Panel Data Models: Fixed effect and random effect
        models
    • Day 3: Time Series and Macro-Econometrics. Topics to include:
      • Basic Time Series Processes
      • Stationary Time Series Models
      • Non-Stationarity; Forecasting
      • Introduction to Vector Autoregressions. ARCH/GARCH.

 

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Date

Jun 13 - 15 2023
Expired!

Time

9:00 am - 5:00 pm

Software

EViews

Location

EATC Office
3 Raffles Place, #07-01, Bharat Building, Singapore 048617.