Estimating the return to schooling: Progress on some persistent econometric problems

D Card - Econometrica, 2001 - Wiley Online Library
This paper reviews a set of recent studies that have attempted to measure the causal effect
of education on labor market earnings by using institutional features of the supply side of the …

Alternative approaches to evaluation in empirical microeconomics

R Blundell, MC Dias - Journal of human resources, 2009 - jhr.uwpress.org
This paper reviews some of the most popular policy evaluation methods in empirical
microeconomics: social experiments, natural experiments, matching, instrumental variables …

The mortality and medical costs of air pollution: Evidence from changes in wind direction

T Deryugina, G Heutel, NH Miller, D Molitor… - American Economic …, 2019 - aeaweb.org
We estimate the causal effects of acute fine particulate matter exposure on mortality, health
care use, and medical costs among the US elderly using Medicare data. We instrument for …

Control function methods in applied econometrics

JM Wooldridge - Journal of Human Resources, 2015 - jhr.uwpress.org
This paper provides an overview of control function (CF) methods for solving the problem of
endogenous explanatory variables (EEVs) in linear and nonlinear models. CF methods …

Returns to education: The causal effects of education on earnings, health, and smoking

JJ Heckman, JE Humphries… - Journal of Political …, 2018 - journals.uchicago.edu
This paper estimates returns to education using a dynamic model of educational choice that
synthesizes approaches in the structural dynamic discrete choice literature with approaches …

Explaining fixed effects: Random effects modeling of time-series cross-sectional and panel data

A Bell, K Jones - Political Science Research and Methods, 2015 - cambridge.org
This article challenges Fixed Effects (FE) modeling as the 'default'for time-series-cross-
sectional and panel data. Understanding different within and between effects is crucial when …

Airports, air pollution, and contemporaneous health

W Schlenker, WR Walker - The Review of Economic Studies, 2016 - academic.oup.com
We link daily air pollution exposure to measures of contemporaneous health for
communities surrounding the twelve largest airports in California. These airports are some of …

Processing trade, tariff reductions and firm productivity: Evidence from Chinese firms

M Yu - The Economic Journal, 2015 - academic.oup.com
This article explores how reductions in tariffs on imported inputs and final goods affect the
productivity of large Chinese trading firms, with the special tariff treatment that processing …

[引用][C] Microeconometrics: methods and applications

AC Cameron - Cambridge University, 2005 - books.google.com
This book provides the most comprehensive treatment to date of microeconometrics, the
analysis of individual-level data on the economic behavior of individuals or firms using …

[書籍][B] Econometric analysis of cross section and panel data

JM Wooldridge - 2010 - books.google.com
The second edition of a comprehensive state-of-the-art graduate level text on
microeconometric methods, substantially revised and updated. The second edition of this …