Advanced & Applied Topics · Econometrics & Panel Data

Econometrics: Time Series Models · Highly Specialized Encyclopedia

Public introduction · full guide in Eikos

Introduction

What this guide covers

Introduction High Econometric Specialization Treatise

Overview

Topics covered

  • Introduction
  • Time Series Models: Stochastic Analysis and Dynamic Inference
  • Introduction to time series and stochastic processes
  • 1.1 Basic Difference and Lag Operators
  • 1.2 White Noise Process
  • Stationarity and ergodicity

Related concepts

Main connections

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

Compatible notation

Mathematical sample in LaTeX

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

LkYt=Yt−k∀k∈ℕ0
View LaTeX sourceL^k Y_t = Y_{t-k} \quad \forall \, k \in \mathbb{N}_0