Local projections for applied economics

Ò Jordà - Annual Review of Economics, 2023 - annualreviews.org
The dynamic causal effect of an intervention on an outcome is of paramount interest to
applied macro-and microeconomics research. However, this question has been generally …

Designing difference in difference studies: best practices for public health policy research

C Wing, K Simon… - Annual review of public …, 2018 - annualreviews.org
The difference in difference (DID) design is a quasi-experimental research design that
researchers often use to study causal relationships in public health settings where …

How does fiscal policy uncertainty affect corporate innovation investment? Evidence from China's new energy industry

H Wen, CC Lee, F Zhou - Energy Economics, 2022 - Elsevier
This study investigates Chinese A-share listed companies in the new energy industry for the
period 2007–2019. We shed new light on the nexus between fiscal policy uncertainty and …

Valid t-ratio Inference for IV

DS Lee, J McCrary, MJ Moreira, J Porter - American Economic Review, 2022 - aeaweb.org
In the single-IV model, researchers commonly rely on t-ratio-based inference, even though
the literature has quantified its potentially severe large-sample distortions. Building on Stock …

[HTML][HTML] Extreme weather events cause significant crop yield losses at the farm level in German agriculture

J Schmitt, F Offermann, M Söder, C Frühauf, R Finger - Food Policy, 2022 - Elsevier
Extreme weather events frequently cause severe crop yield losses, affecting food security
and farmers' incomes. In this paper, we aim to provide a holistic assessment of these …

Corporate sociopolitical activism and firm value

Y Bhagwat, NL Warren, JT Beck… - Journal of …, 2020 - journals.sagepub.com
Stakeholders have long pressured firms to provide societal benefits in addition to generating
shareholder wealth. Such benefits have traditionally come in the form of corporate social …

Tax incentives, environmental regulation and firms' emission reduction strategies: evidence from China

Y Qi, J Zhang, J Chen - Journal of Environmental Economics and …, 2023 - Elsevier
Policy interaction is an important way to deal with increasingly complex environmental
problems. This paper examines the investment-related tax cuts and the policy interaction …

[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 …

Common methodological mistakes

JN Wulff, GB Sajons, G Pogrebna, S Lonati… - The Leadership …, 2023 - Elsevier
For scientific discoveries to be valid—whether in theory or empirically—a phenomenon must
be accurately described: The scientist must use appropriate counterfactuals and eliminate …

Machine learning as a tool for hypothesis generation

J Ludwig, S Mullainathan - The Quarterly Journal of Economics, 2024 - academic.oup.com
While hypothesis testing is a highly formalized activity, hypothesis generation remains
largely informal. We propose a systematic procedure to generate novel hypotheses about …