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Economics
Specialized Areas and Emerging Topics
Computational Economics
1. Introduction to Computational Economics
2. Mathematical Foundations
3. Programming Fundamentals
4. Numerical Methods
5. Simulation Methods
6. Agent-Based Modeling
7. Machine Learning in Economics
8. Macroeconomic Applications
9. Microeconomic Applications
10. Financial Economics Applications
11. Industrial Organization Applications
12. Labor Economics Applications
13. Advanced Computational Topics
12.
Labor Economics Applications
12.1.
Labor Supply Models
12.1.1.
Static Labor Supply
12.1.1.1.
Work-Leisure Choice
12.1.1.2.
Income and Substitution Effects
12.1.1.3.
Elasticity Estimation
12.1.2.
Dynamic Labor Supply
12.1.2.1.
Life-Cycle Labor Supply
12.1.2.2.
Human Capital Investment
12.1.2.3.
Retirement Decisions
12.1.3.
Family Labor Supply
12.1.3.1.
Joint Labor Supply
12.1.3.2.
Household Production
12.1.3.3.
Child Care Decisions
12.2.
Labor Demand Models
12.2.1.
Firm Labor Demand
12.2.1.1.
Production Function Approach
12.2.1.2.
Cost Function Approach
12.2.1.3.
Adjustment Costs
12.2.2.
Employment Dynamics
12.2.2.1.
Job Creation and Destruction
12.2.2.2.
Worker Flows
12.2.2.3.
Labor Market Frictions
12.3.
Search and Matching Models
12.3.1.
Job Search Models
12.3.1.1.
Reservation Wage
12.3.1.2.
Search Intensity
12.3.1.3.
Duration Dependence
12.3.2.
Matching Functions
12.3.2.1.
Aggregate Matching
12.3.2.2.
Matching Efficiency
12.3.2.3.
Beveridge Curve
12.3.3.
Equilibrium Unemployment
12.3.3.1.
Natural Rate of Unemployment
12.3.3.2.
Hysteresis Effects
12.4.
Human Capital and Education
12.4.1.
Education Investment Models
12.4.1.1.
Returns to Education
12.4.1.2.
Signaling versus Human Capital
12.4.1.3.
Education Finance
12.4.2.
Training and Skills
12.4.2.1.
On-the-Job Training
12.4.2.2.
General versus Specific Skills
12.4.2.3.
Skill-Biased Technical Change
12.5.
Labor Market Policies
12.5.1.
Unemployment Insurance
12.5.1.1.
Moral Hazard Effects
12.5.1.2.
Optimal UI Design
12.5.1.3.
Job Search Assistance
12.5.2.
Minimum Wage Effects
12.5.2.1.
Employment Effects
12.5.2.2.
Distributional Effects
12.5.2.3.
Monopsony Models
12.5.3.
Active Labor Market Policies
12.5.3.1.
Job Training Programs
12.5.3.2.
Employment Subsidies
12.5.3.3.
Public Employment
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11. Industrial Organization Applications
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13. Advanced Computational Topics