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schools. This study explores whether the New Orleans placement algorithm favored students of certain races or socioeconomic …
Persistent link: https://www.econbiz.de/10014464130
on a single-hidden-layer artificial neural network, the paper discusses its mathematical underpinnings, including the …
Persistent link: https://www.econbiz.de/10014535259
We audit the job recommender algorithms used by four Chinese job boards by creating fictitious applicant profiles that differ only in their gender. Jobs recommended uniquely to the male and female profiles in a pair differ modestly in their observed characteristics, with female jobs advertising...
Persistent link: https://www.econbiz.de/10015050843
results with those obtained in sociology. -- Random graph ; game theory ; centrality measures ; network formation ; weak and … network formation. While the physics/applied mathematics approach is capable of reproducing most observed networks, it does …
Persistent link: https://www.econbiz.de/10003925546
When workers send applications to vacancies they create a network. Frictions arise because workers typically do not … friction affects network formation, while the second coordination friction affects network clearing. We show that those … that can arise and the number of matches on a given network. Equilibria that exhibit wage dispersion are inefficient in …
Persistent link: https://www.econbiz.de/10009310818
We explore network effects on generosity for different network dimensions. To this end we elicit multiple network … matters for friendship ties but that structural network variables are important in all network dimensions. Importantly, these … effects are not invariant across different network dimensions. We also find that individual characteristics are unrelated with …
Persistent link: https://www.econbiz.de/10009312929
This paper reports the results of a laboratory experiment on network formation among heterogeneous agents. The … experimental design extends the basic Bala-Goyal (2000) model of network formation with decay and two-way flow of benefits by … network has a "star" structure. We find that with homogeneous agents, equilibrium predictions fail completely. In contrast …
Persistent link: https://www.econbiz.de/10003115141
We develop and estimate a theory-consistent gravity model for interregional migration flows in the presence of … equation for bilateral mobility that embodies a co-determined local unemployment term. As a theory of migration, our model …
Persistent link: https://www.econbiz.de/10013471455
would have changed if judges had fully complied with the sentencing recommendations associated with the algorithm. Racial …
Persistent link: https://www.econbiz.de/10012149079
Most definitions of algorithmic bias and fairness encode decisionmaker interests, such as profits, rather than the interests of disadvantaged groups (e.g., racial minorities): Bias is defined as a deviation from profit maximization. Future research should instead focus on the causal effect of...
Persistent link: https://www.econbiz.de/10014520756