Economics & Finance

Game theory, microeconomics, macroeconomics, financial theory, market microstructure, and mechanism design.

14 courses · 35 standalone talks · 323 lectures

All Economics Financial Theory & Markets (60)Micro & Macroeconomics (59)Game Theory & Mechanism Design (57)Statistical Learning & Causality (21)Language Models & NLP (14)Development Economics (11)Nash Equilibrium (11)Moral & Political Philosophy (10)Probability & Information Theory (10)Calculus & Analysis (9)

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Chapters · Duration

A Collectivist, Economic Perspective on AI Systems

A Collectivist, Economic Perspective on AI Systems

AI & ML·Research Seminar · Michael I. Jordan · UC Berkeley

Michael I. Jordan UC Berkeley

54:44

What Really Causes Recessions?

What Really Causes Recessions?

AI & ML·Public Colloquium · Tyler Goodspeed · University of Austin (UATX)

Tyler Goodspeed University of Austin (UATX)

1:15:37

Triage Score: A Counterfactual Risk Assessment Instrument (SIMONS-ECON)

Triage Score: A Counterfactual Risk Assessment Instrument (SIMONS-ECON)

SIMONS-ECON · Lec 1 · Kosuke Imai · Simons Institute (UC Berkeley)

Kosuke Imai Simons Institute (UC Berkeley)

39:56

Lecture 03 Moving to Opportunity vs. Place-Based Approaches

Lecture 03 Moving to Opportunity vs. Place-Based Approaches

ECON 1152 · Lec 3 · Raj Chetty · Harvard University

Raj Chetty Harvard University

1:49:58

Agreement and Alignment for Human-AI Collaborative Decision Making (SIMONS-ECON)

Agreement and Alignment for Human-AI Collaborative Decision Making (SIMONS-ECON)

SIMONS-ECON · Lec 4 · Aaron Roth · Simons Institute (UC Berkeley)

Aaron Roth Simons Institute (UC Berkeley)

45:21

Lecture 07 The Causal Effect of Colleges

Lecture 07 The Causal Effect of Colleges

ECON 1152 · Lec 7 · Raj Chetty · Harvard University

Raj Chetty Harvard University

55:20

Lecture 02 Causal Effects of Neighborhoods

Lecture 02 Causal Effects of Neighborhoods

ECON 1152 · Lec 2 · Raj Chetty · Harvard University

Raj Chetty Harvard University

1:09:15

3. Social Experiments: Why and How?

3. Social Experiments: Why and How?

14.73 · Lec 3 · Esther Duflo & Abhijit Banerjee · MIT

Esther Duflo & Abhijit Banerjee MIT

1:00:42

Non-parametric Causal Inference in Dynamic Thresholding Designs (SIMONS-ECON)

Non-parametric Causal Inference in Dynamic Thresholding Designs (SIMONS-ECON)

SIMONS-ECON · Lec 3 · Stefan Wager · Simons Institute (UC Berkeley)

Stefan Wager Simons Institute (UC Berkeley)

30:21

Lecture 22: Repeated Games: Cheating, Punishment, and Outsourcing (ECON 159)

Lecture 22: Repeated Games: Cheating, Punishment, and Outsourcing (ECON 159)

ECON 159 · Lec 22 · Ben Polak · Yale University

Ben Polak Yale University

1:15:47

Lecture 16: Backward Induction: Reputation and Duels (ECON 159)

Lecture 16: Backward Induction: Reputation and Duels (ECON 159)

ECON 159 · Lec 16 · Ben Polak · Yale University

Ben Polak Yale University

1:15:41

Lecture 19: Revenue Equivalence (14.12)

Lecture 19: Revenue Equivalence (14.12)

14.12 · Lec 19 · Ian Ball · MIT

1:20:20

Lecture 17: Bayesian Nash Equilibrium: Applications (14.12)

Lecture 17: Bayesian Nash Equilibrium: Applications (14.12)

14.12 · Lec 17 · Ian Ball · MIT

1:09:47

Lecture 16: Bayesian Games (14.12)

Lecture 16: Bayesian Games (14.12)

14.12 · Lec 16 · Ian Ball · MIT

1:21:15

Lecture 17: Backward Induction: Ultimatums and Bargaining (ECON 159)

Lecture 17: Backward Induction: Ultimatums and Bargaining (ECON 159)

ECON 159 · Lec 17 · Ben Polak · Yale University

Ben Polak Yale University

1:10:45

Lecture 15: Backward Induction: Chess, Strategies, and Credible Threats (ECON 159)

Lecture 15: Backward Induction: Chess, Strategies, and Credible Threats (ECON 159)

ECON 159 · Lec 15 · Ben Polak · Yale University

Ben Polak Yale University

1:12:39

Lecture 20: Subgame Perfect Equilibrium: Wars of Attrition (ECON 159)

Lecture 20: Subgame Perfect Equilibrium: Wars of Attrition (ECON 159)

ECON 159 · Lec 20 · Ben Polak · Yale University

Ben Polak Yale University

1:15:37

Evaluation Design (SIMONS-ECON)

Evaluation Design (SIMONS-ECON)

SIMONS-ECON · Lec 15 · Ashia Wilson · Simons Institute (UC Berkeley)

Ashia Wilson Simons Institute (UC Berkeley)

29:16

Individual Gaps in Prediction Generalization (SIMONS-ECON)

Individual Gaps in Prediction Generalization (SIMONS-ECON)

SIMONS-ECON · Lec 11 · Marzyeh Ghassemi · Simons Institute (UC Berkeley)

Marzyeh Ghassemi Simons Institute (UC Berkeley)

30:41

Lecture 14: Effects of Air and Water Pollution (ECON 1152)

Lecture 14: Effects of Air and Water Pollution (ECON 1152)

ECON 1152 · Lec 14 · Raj Chetty · Harvard University

Raj Chetty Harvard University

1:11:40

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