Advanced & Applied Topics · Econometrics & Panel Data

Heteroskedasticity and Autocorrelation — Advanced Econometric Theory

Public introduction · full guide in Eikos

Introduction

What this guide covers

Introduction Introduction Econometrics — Advanced Theory

Overview

Topics covered

  • Introduction
  • Heteroskedasticity and Autocorrelation
  • 1. The Generalized Linear Model (GLM)
  • 2. Notation and Fundamental Structures
  • 3. Heteroscedasticity: Nature and Causes
  • Sources of Generation of Heteroscedasticity

Related concepts

Main connections

  • Residual analysis & diagnostics
  • Variance & standard deviation
  • Time series & ARIMA
  • Linear algebra & matrices
  • Linear regression
  • Hypothesis testing

Compatible notation

Mathematical sample in LaTeX

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

𝐲=𝐗𝛃+𝐮
View LaTeX source\mathbf{y} = \mathbf{X}\boldsymbol{\beta} + \mathbf{u}