Using Supervised Learning to Estimate Inequality in the Size and Persistence of Income Shocks

Author:

Bruns-Smith David1ORCID,Feller Avi2ORCID,Nakamura Emi3ORCID

Affiliation:

1. Department of Electrical Engineering and Computer Science, UC Berkeley, USA

2. UC Berkeley, USA

3. UC Berkeley, USA and Central Bank of Iceland, Iceland

Funder

Alfred P. Sloan Foundation

Publisher

ACM

Reference58 articles.

1. Subsidy Allocations in the Presence of Income Shocks

2. John M Abowd and David Card. 1986. On the covariance structure of earnings and hours changes. John M Abowd and David Card. 1986. On the covariance structure of earnings and hours changes.

3. Krishna Acharya , Eshwar Ram Arunachaleswaran , Sampath Kannan, Aaron Roth, and Juba Ziani. 2022 . Wealth dynamics over generations: Analysis and interventions. arXiv preprint arXiv:2209.07375 (2022). Krishna Acharya, Eshwar Ram Arunachaleswaran, Sampath Kannan, Aaron Roth, and Juba Ziani. 2022. Wealth dynamics over generations: Analysis and interventions. arXiv preprint arXiv:2209.07375 (2022).

4. Earnings and consumption dynamics: a nonlinear panel data framework;Arellano Manuel;Econometrica,2017

5. Can income differences explain the racial wealth gap? A quantitative analysis;Ashman Hero;Review of Economic Dynamics,2020

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