CHANNEL ARCHIVE // [184] ARTICLES // PAGE 12 OF 13
Economics
Research into economic systems, decisions, and policy.
CHANNEL // 03 [184]
Economics
Research into economic systems, decisions, and policy.
A Financial Brain Scan for AI—and a Warning About Its Explanations
Source published
- sparse autoencoders
- large language models
- financial interpretability
Building a synthetic control by spreading the weight
Source published
- synthetic control
- policy evaluation
- counterfactual prediction
Where firms diversify may matter more than how many products they export
Source published
- economic complexity
- firm growth
- export diversification
AI Job Ads Promise More Than Higher Pay—but the Benefits Vary
Source published
- AI skills
- job advertisements
- wage premium
When a Learning Agent Becomes the Wrong Kind of Firm
Source published
- reinforcement learning
- computational economics
- mean-field reinforcement learning
Sharing Prizes When Luck Is Hard to Predict
Source published
- robust tournament design
- prize allocation
- incentives
When Does a Policy Begin? Rethinking Anticipation in Difference-in-Differences
Source published
- difference-in-differences
- causal inference
- no anticipation
Q-learning firms can lock in high prices by never discovering that undercutting pays
Source published
- algorithmic pricing
- Q-learning
- supracompetitive prices
Estimating economic bounds when sharper models become statistically fragile
Source published
- partial identification
- linear programming
- econometrics
The w-value: A Market-Based Rule for Sharing Pollution-Control Gains
Source published
- w-value
- pollution control
- cooperative game theory
Finding optimal decisions when a model’s rules can jump
Source published
- stochastic optimal control
- measurable coefficients
- Hamilton–Jacobi–Bellman equation
When Dynamic Panel Regressions Misread Treatment Effects
Source published
- causal inference
- dynamic panel data
- heterogeneous treatment effects
When peer pressure changes who people identify with
Source published
- social identity
- peer effects
- social networks
Keeping spillover-affected countries in synthetic controls
Source published
- synthetic control
- causal inference
- spillover effects
When volatility cannot separate economic shocks
Source published
- structural vector autoregression
- heteroskedasticity
- partial identification