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Introduction to Econometrics

Table of contents

1 Introduction
2 Tutorial 1: Data Analysis with R
3 Tutorial 2: Simple linear Regression
4 Tutorial 3: Simple OLS — Residuals, Assumptions, Unbiasedness, Variance, and Interpretation
5 Tutorial 3b: Statistical Inference in Simple Regression
6 Tutorial 4: Midterm
7 Tutorial 5: Potential Outcomes, Causality, and Counterfactual Reasoning
8 Tutorial 6: Variance of the OLS estimator and hypothesis testing
9 Tutorial 7: Type I & II Errors, Size, and Power
10 Tutorial 8: The \(F\)-Test — Deriving and Computing Joint Hypothesis Tests
11 Tutorial 9: Deriving the Difference-in-Differences Estimator

1 Introduction

These notes have been updated and adapted for the course ECON 326: Introduction to Econometrics II, at the University of British Columbia (UBC), 2026.

2 Tutorial 1: Data Analysis with R

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1 Introduction

"Introduction to Econometrics" was written by Nicolás Campos Bijit. It was last built on 2026-04-06.

This book was built by the bookdown R package.