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Ethnic achievement gaps are often explained in terms of student and school factors. The decomposition of these gaps into their within- and between-school components has therefore been applied as a strategy to quantify the overall influence…

应用统计 · 统计学 2022-06-14 Beatriz Gallo Cordoba , George Leckie , William J. Browne

We propose a nonlinear difference-in-differences method to estimate multivariate counterfactual distributions in classical treatment and control study designs with observational data. Our approach sheds a new light on existing approaches…

统计方法学 · 统计学 2024-03-11 William Torous , Florian Gunsilius , Philippe Rigollet

In this work, we analyse the relationship between heterogeneity and cooperation. Previous investigations suggest that this relation is nontrivial, as some authors found that heterogeneity sustains cooperation, while others obtained…

物理与社会 · 物理学 2020-06-25 Marco A. Amaral , Marco A. Javarone

Scholars of social stratification often study exposures that shape life outcomes. But some outcomes (such as wage) only exist for some people (such as those who are employed). We show how a common practice -- dropping cases with…

统计方法学 · 统计学 2025-08-21 Ian Lundberg , Soonhong Cho

Transported mediation effects provide an avenue to understand how upstream interventions (such as improved neighborhood conditions like green spaces) would work differently when applied to different populations as a result of factors that…

机器学习 · 计算机科学 2024-03-14 Vishwali Mhasawade , Rumi Chunara

Large language models (LLMs) are increasingly being deployed in high-stakes applications like hiring, yet their potential for unfair decision-making remains understudied in generative and retrieval settings. In this work, we examine the…

计算与语言 · 计算机科学 2025-09-05 Preethi Seshadri , Hongyu Chen , Sameer Singh , Seraphina Goldfarb-Tarrant

We examine the impact of annual hours worked on annual earnings by decomposing changes in the real annual earnings distribution into composition, structural and hours effects. We do so via a nonseparable simultaneous model of hours, wages…

计量经济学 · 经济学 2021-11-19 Iván Fernández-Val , Franco Peracchi , Aico van Vuuren , Francis Vella

This chapter reviews indirect estimators of intergenerational mobility, focusing on approaches that infer parent-child or other family associations when direct income data are incomplete or unavailable. We synthesize methods based on…

综合经济学 · 经济学 2026-05-20 Andrea Del Pizzo , Martin Nybom , Jan Stuhler

Researches on the human mobility have made great progress in many aspects, but the long-term and long-distance migration behavior is lack of in-depth and extensive research because of the difficult in accessing to household data. In this…

物理与社会 · 物理学 2019-03-27 Qi Nie , Jian-Jun Wu , Xiao-Yong Yan , Jin-Hu Liu , Jun Wang

International migration is now a significant driver of population change across Europe but the methods available to estimate its true impact upon sub-national areas remain inconsistent, constrained by inadequate systems of measurement and…

应用统计 · 统计学 2009-08-24 Peter Boden , Phil Rees

This paper develops a sufficient-statistic formula for the unemployment gap -- the difference between the actual unemployment rate and the efficient unemployment rate. While lowering unemployment puts more people into work, it forces firms…

综合经济学 · 经济学 2021-12-03 Pascal Michaillat , Emmanuel Saez

In 2015, Germany introduced a national minimum wage. While the literature agrees on at most limited negative effects on the overall employment level, we go into detail and analyze the impact on the working hours dimension and on the subset…

综合经济学 · 经济学 2024-05-22 Mario Bossler , Ying Liang , Thorsten Schank

Surveys are an indispensable source of data for applied economic research; however, their reliance on self-reported information can introduce bias, especially if core variables such as personal income are misreported. To assess the extent…

综合经济学 · 经济学 2024-11-08 Marco Caliendo , Katrin Huber , Ingo E. Isphording , Jakob Wegmann

When agents' information is imperfect and dispersed, existing measures of macroeconomic uncertainty based on the forecast error variance have two distinct drivers: the variance of the economic shock and the variance of the information…

计量经济学 · 经济学 2023-02-06 Luca Gambetti , Dimitris Korobilis , John Tsoukalas , Francesco Zanetti

This paper provides quasi-experimental evidence on how income taxes affect gross hourly wages, utilizing Danish administrative data and a tax reform that introduced joint taxation. Exploiting spousal income for identification, we present…

综合经济学 · 经济学 2025-10-21 Kazuhiko Sumiya , Jesper Bagger

We develop a model of inter-temporal and intra-temporal price discrimination by monopoly airlines to study the ability of different discriminatory pricing mechanisms to increase efficiency and the associated distributional implications. To…

综合经济学 · 经济学 2022-12-07 Gaurab Aryal , Charles Murry , Jonathan W. Williams

Income inequality between different races in the U.S. is especially large. This difference is even larger when gender is involved. In a complementary study, we have developed a dynamic microeconomic model accurately describing the evolution…

综合金融 · 定量金融 2020-07-14 Ivan Kitov

I generalize state-of-the-art approaches that decompose differences in the distribution of a variable of interest between two groups into a portion explained by covariates and a residual portion. The method that I propose relaxes the…

计量经济学 · 经济学 2024-05-10 Bernardo Modenesi

Multilingual Large Language Models (mLLMs) leaderboards report per-language accuracy but rarely explain why disparities emerge, leaving systemic biases unattributed and offering practitioners no actionable levers. We first establish that…

计算与语言 · 计算机科学 2026-05-28 Manan Uppadhyay , Prashant Kodali , Pranjal Chitale , Reshma Ramaprasad , Himanshu Beniwal , Sunayana Sitaram

Understanding and predicting human migration patterns is a central challenge in population dynamics research. Traditional physics-inspired gravity and radiation models represent migration flows as functions of attractiveness using…

应用统计 · 统计学 2024-12-03 Aric Cutuli , Upmanu Lall , Michael J. Puma , Émile Esmaili , Rachata Muneepeerakul