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9269 Results

Machine learning for economics research: when, what and how

Staff Analytical Note 2023-16 Ajit Desai
This article reviews selected papers that use machine learning for economics research and policy analysis. Our review highlights when machine learning is used in economics, the commonly preferred models and how those models are used.

The Heterogeneous Impacts of Job Displacement: Evidence from Canadian Job Separation Records

Staff Working Paper 2023-55 Serdar Birinci, Youngmin Park, Kurt See
When estimating earnings losses upon job separation, existing strategies focus on separations in mass layoffs to distinguish involuntary separations from voluntary separations. We revisit the measurement of the sources and consequences of job displacement using Canadian job separation records.
Content Type(s): Staff research, Staff working papers Topic(s): Labour markets, Potential output, Productivity JEL Code(s): E, E2, E24, E3, E32, J, J3, J31, J6, J63, J65

Borrow Now, Pay Even Later: A Quantitative Analysis of Student Debt Payment Plans

Staff Working Paper 2023-54 Michael Boutros, Nuno Clara, Francisco Gomes
We investigate alternative student debt contracts that defer payments and ease the burden of student loans on US households by preserving disposable income early in borrowers’ lives. Our model shows substantial welfare gains from these contracts relative to existing plans and gains similar to the Biden administration's proposals but with a significantly lower cost.

Nick Leswick

Nick Leswick was appointed Executive Director, Policy, effective January 2024.
Department(s): Executive
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