Useful Material

These are the documents that I came across for many years either on Twitter or on personal websites. All credit goes to these incredible people who made this publicly available.

(no particular order)

  • Causal Inference with Applications, by Matthew Blackwell - link

  • Learning from Data, by Yaser Abu-Mostafa - link

  • Advanced Macro course, by Franck Portier - link

  • Advanced Mathematics, by Peter J. Hammond - link

  • Topics in Macroeconomics, by Christine Braun - link

  • Topics in Labor Economics, by Christine Braun - link

  • Econometrics, by Bryan S. Graham - link

  • General Economic Theory, by Larry Samuelson - link

  • Organizational Economics, by John Van Reenen - link

  • International Economics, by Dave Donaldson - link

  • Organizational Economics, by Robert Gibbons - link

  • Political Economics, by Torsten Persson and David Strömberg - link

  • Multi-level Models, by Francesca Dominici - link

  • Firms, Competition, and Industrial Organization, by Matt Shum - link

  • Econometrics, by Matt Shum - link

  • Empirical Methods for Industrial Organization, by Matt Shum - link

  • Statistics, by Andrew Gelman - link

  • Choice Theory, by Robert Nau - link

  • Public Economics, by Stefanie Stantcheva - link

  • Mathematical Statistics: A non-asymptotic approach, by Sasha Rakhlin and Philippe Rigollet - link

  • Reinforcement Learning, by Dimitri P. Bertsekas - link

  • Theory-based Empirical Analysis, by Abi Adams - link

  • Nonparametric Econometrics, by Abi Adams - link

  • Public Finance, by Abi Adams - link

  • Panel Data Econometrics, by Steve Bond - link

  • Empirical Research on Economic Inequality, by Maximilian Kasy - link

  • Maximum Likelihood and Structural Models in Microeconometrics, by Simon Quinn - link

  • Limited Dependent Variables, by Simon Quinn - link

  • Firms and Development, by Simon Quinn - link

  • Organisations and Development, by Simon Quinn - link

  • Economic History, by Brian A'Hearn - link

  • Advanced Algorithms, by Jelani Nelson - link

  • Panel Data Methods, by Yona Rubinstein - link

  • Advanced Microeconomics, by Antonio Cabrales - link

  • Small Data, by Ramesh Johari - link

  • Game Theory with Engineering Applications, by Ramesh Johari - link

  • International Trade, by Dave Donaldson - link

  • Game Theory, by Jim Ratliff - link

  • Probability and Decision, by Paul Bartha - link

  • A Chronology of Game Theory, by Paul Walker - link

  • Strategic Game Theory for Managers, by Robert Marks - link

  • Game Theory, by Ben Polak - link

  • Mathematical Methods, by Luca Rigotti - link

  • Market Design, by Muriel Niederle - link

  • Topics in Game Theory, by Fuhito Kojima - link

  • Empirical Industrial Organization, by Paul Schrimpf - link

  • Graduate Macroeconomics, by Christopher Carroll - link

  • Political Economy Lecture Notes, by Daron Acemoglu - link

  • Political Economy, by Francesco Trebbi - link

  • Applied Macroeconomics: Micro Data for Macro Models, by Steven J. Davis - link

  • Data Science for Economists, by Grant McDermott - link

  • Computational Methods for Economists, by Jesús Fernández-Villaverde - link

  • Poverty and Inequality, by Martin Ravallion - link

  • Applied Empirical Methods, by Paul Goldsmith-Pinkham - link

  • Unemployment: Models and Policies, by Pascal Michaillat - link

  • Experimental Economics: Methods, by Maria Bigoni - link

  • Evolution and Learning in Games, by Jean-Paul Carvalho - link

  • Industrial Organization, by Chris Conlon - link

  • Public Economics: Designing Government Policy, by Stefanie Stantcheva - link

  • Fortran for Economists, by Pavel Brendler - link

  • Quantitative Macro Theory, by Giulio Fella - link

  • Introduction to Economic Theory, by Andrew Clausen - link


Books

  • Mastering Metrics - link

  • Mostly Harmless Econometrics - link

  • Multilevel Analysis: An Introduction to Basic and Advanced Multilevel Modeling - link

  • Networks, Crowds, and Markets - link

  • Industrial Organization - link

  • Optimization and Control - link

  • The Effect: An Introduction to Research Design and Causality - link

  • Causal Inference for The Brave and True - link

  • The Effect - link


Miscellaneous

  • How to Write an Effective Referee Report and Improve the Scientific Review Process - link

  • Needed in Empirical Social Science: Numbers - link

  • A collection of tips and resources, by Ryan B. Edwards - link

  • Difference-in-Difference (DiD), by Asjad Naqvi - link


Podcasts