[HTML][HTML] Cluster-robust inference: A guide to empirical practice

JG MacKinnon, MØ Nielsen, MD Webb - Journal of Econometrics, 2023 - Elsevier
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 …

A primer for interpreting and designing difference-in-differences studies in higher education research

F Furquim, D Corral, N Hillman - … of theory and research: Volume 35, 2019 - Springer
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 …

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 …

Research on the emission reduction effects of carbon trading mechanism on power industry: plant-level evidence from China

Y Han, S Tan, C Zhu, Y Liu - International Journal of Climate Change …, 2022 - emerald.com
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 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 …

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 …

Examination of the synthetic control method for evaluating health policies with multiple treated units

N Kreif, R Grieve, D Hangartner, AJ Turner… - Health …, 2016 - Wiley Online Library
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 …

Origins of the opioid crisis and its enduring impacts

A Alpert, WN Evans, EMJ Lieber… - The Quarterly Journal of …, 2022 - academic.oup.com
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 …

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 …

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 …