A practitioner's guide to cluster-robust inference

AC Cameron, DL Miller - Journal of human resources, 2015 - jhr.uwpress.org
We consider statistical inference for regression when data are grouped into clusters, with
regression model errors independent across clusters but correlated within clusters …

Instrumental variables and GMM: Estimation and testing

CF Baum, ME Schaffer, S Stillman - The Stata Journal, 2003 - journals.sagepub.com
We discuss instrumental variables (IV) estimation in the broader context of the generalized
method of moments (GMM), and describe an extended IV estimation routine that provides …

Does competition among public schools benefit students and taxpayers?

CM Hoxby - American Economic Review, 2000 - aeaweb.org
Tiebout choice among districts is the most powerful market force in American public
education. Naive estimates of its effects are biased by endogenous district formation. I derive …

The impact of agricultural extension and roads on poverty and consumption growth in fifteen Ethiopian villages

S Dercon, DO Gilligan, J Hoddinott… - American Journal of …, 2009 - Wiley Online Library
This article investigates whether public investments that led to improvements in road quality
and increased access to agricultural extension services led to faster consumption growth …

[HTML][HTML] A balancing act: Managing financial constraints and agency costs to minimize investment inefficiency in the Chinese market

A Guariglia, J Yang - Journal of corporate finance, 2016 - Elsevier
Using a large panel of Chinese listed firms over the period 1998–2014, we document strong
evidence of investment inefficiency, which we explain through a combination of financing …

Evidence on learning and network externalities in the diffusion of home computers

A Goolsbee, PJ Klenow - The Journal of Law and …, 2002 - journals.uchicago.edu
In this paper we examine the importance of local spillovers—such as network externalities
and learning from others—in the diffusion of home computers. We use data on 110,000 US …

Robust inference with clustered data

AC Cameron, DL Miller - Handbook of empirical economics …, 2010 - api.taylorfrancis.com
In this survey we consider regression analysis when observations are grouped in clusters,
with independence across clusters but correlation within clusters. We consider this in …

Public versus private ownership of firms: Evidence from rural China

H Jin, Y Qian - The Quarterly Journal of Economics, 1998 - academic.oup.com
Why are many of China's successful rural enterprises publically owned by local
communities? Using a set of provincial data, we find that the share of community public firms …

Preschool television viewing and adolescent test scores: Historical evidence from the Coleman study

M Gentzkow, JM Shapiro - The Quarterly Journal of Economics, 2008 - academic.oup.com
We use heterogeneity in the timing of television's introduction to different local markets to
identify the effect of preschool television exposure on standardized test scores during …

Using state child labor laws to identify the effect of school-year work on high school achievement

JH Tyler - Journal of Labor Economics, 2003 - journals.uchicago.edu
This article uses variation in the labor supply of twelfth-grade students created by interstate
variations in child labor laws to estimate the effect of school-year work on twelfth-grade math …