[HTML][HTML] Cluster-robust inference: A guide to empirical practice
Methods for cluster-robust inference are routinely used in economics and many other
disciplines. However, it is only recently that theoretical foundations for the use of these …
disciplines. However, it is only recently that theoretical foundations for the use of these …
A primer for interpreting and designing difference-in-differences studies in higher education research
Though randomized control trials continue to serve as the “gold standard” of causal
inference, they are neither feasible nor desirable in numerous instances. Even in the …
inference, they are neither feasible nor desirable in numerous instances. Even in the …
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 …
Research on the emission reduction effects of carbon trading mechanism on power industry: plant-level evidence from China
Purpose Carbon trading mechanism has been adopted to foster the green transformation of
the economy on a global scale, but its effectiveness for the power industry remains …
the economy on a global scale, but its effectiveness for the power industry remains …
The effect of prescription drug monitoring programs on opioid utilization in Medicare
TC Buchmueller, C Carey - American Economic Journal: Economic …, 2018 - aeaweb.org
The misuse of prescription opioids has become a serious epidemic in the United States. In
response, states have implemented Prescription Drug Monitoring Programs (PDMPs), which …
response, states have implemented Prescription Drug Monitoring Programs (PDMPs), which …
Has COVID-19 changed China's digital trade?—Implications for health economics
F Hu, L Qiu, X Xi, H Zhou, T Hu, N Su, H Zhou… - Frontiers in public …, 2022 - frontiersin.org
Digital technologies have played a significant role in the defense against the COVID-19
pandemic. This development raises the question of whether digital technologies have …
pandemic. This development raises the question of whether digital technologies have …
Examination of the synthetic control method for evaluating health policies with multiple treated units
This paper examines the synthetic control method in contrast to commonly used difference‐
in‐differences (DiD) estimation, in the context of a re‐evaluation of a pay‐for‐performance …
in‐differences (DiD) estimation, in the context of a re‐evaluation of a pay‐for‐performance …
Origins of the opioid crisis and its enduring impacts
Overdose deaths involving opioids have increased dramatically since the 1990s, leading to
the worst drug overdose epidemic in US history, but there is limited empirical evidence …
the worst drug overdose epidemic in US history, but there is limited empirical evidence …
Robots at work
G Graetz, G Michaels - Review of Economics and Statistics, 2018 - direct.mit.edu
We analyze for the first time the economic contributions of modern industrial robots, which
are flexible, versatile, and autonomous machines. We use novel panel data on robot …
are flexible, versatile, and autonomous machines. We use novel panel data on robot …
Regional policy evaluation: Interactive fixed effects and synthetic controls
L Gobillon, T Magnac - Review of Economics and Statistics, 2016 - direct.mit.edu
In this paper, we investigate the use of interactive effect or linear factor models in regional
policy evaluation. We contrast treatment effect estimates obtained using Bai (2009) with …
policy evaluation. We contrast treatment effect estimates obtained using Bai (2009) with …