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 …
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 …
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 …
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
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 …
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 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 …
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 …
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 …
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 …
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 …
variations in child labor laws to estimate the effect of school-year work on twelfth-grade math …