Advanced & Applied Topics · Econometrics & Panel Data

Advanced econometrics · Panel data models

Public introduction · full guide in Eikos

Introduction

What this guide covers

Introduction Introduction Theory and Methods of Econometric Estimation

Overview

Topics covered

  • Introduction
  • Panel Data Models
  • Structural preliminaries of the panel data
  • Fundamental advantages of panel analysis
  • The linear static panel data model
  • Pooled Ordinary Least Squares Estimator (Pooled OLS)

Related concepts

Main connections

  • Variance & standard deviation
  • Time series & ARIMA
  • Meta-analysis & heterogeneity
  • Linear algebra & matrices
  • Mixed & multilevel models (GLMM)
  • Residual analysis & diagnostics

Compatible notation

Mathematical sample in LaTeX

The expression is rendered accessibly, with its LaTeX source preserved below.

yit=𝐱it'𝛃+μi+vit
View LaTeX sourcey_{it} = \mathbf{x}_{it}'\boldsymbol{\beta} + \mu_i + v_{it}