Using copulas to enable causal inference from nonexperimental data: Tutorial and simulation studies.

F Falkenström, S Park, CN McIntosh - Psychological methods, 2023 - psycnet.apa.org
Causal inference in psychological research is typically hampered by unobserved
confounding. A copula-based method can be used to statistically control for this problem …

Dealing with confounding in observational studies: A scoping review of methods evaluated in simulation studies with single‐point exposure

AN Varga, AE Guevara Morel, J Lokkerbol… - Statistics in …, 2023 - Wiley Online Library
The aim of this article was to perform a scoping review of methods available for dealing with
confounding when analyzing the effect of health care treatments with single‐point exposure …

On the causality and plausibility of treatment effects in operations management research

S Mithas, Y Chen, Y Lin… - Production and …, 2022 - journals.sagepub.com
Empirical research in operations management (OM) has made rapid strides in the last 30
years, and increasingly, OM researchers are leveraging methods used in the econometrics …

Adjusted analyses in studies addressing therapy and harm: users' guides to the medical literature

T Agoritsas, A Merglen, ND Shah, M O'Donnell… - Jama, 2017 - jamanetwork.com
Observational studies almost always have bias because prognostic factors are unequally
distributed between patients exposed or not exposed to an intervention. The standard …

School racial segregation and the health of Black children

G Wang, GL Schwartz, MH Kim, JS White… - …, 2022 - publications.aap.org
OBJECTIVES Few researchers have evaluated whether school racial segregation, a key
manifestation of structural racism, affects child health, despite its potential impacts on school …

Are central banks' monetary policies the future of housing affordability solutions

CY Yiu - Urban Science, 2023 - mdpi.com
Housing affordability is one of the major social problems in many countries, with some
advocates urging governments to provide more accessible mortgages to facilitate more …

Rainfall shocks and children's school attendance: evidence from Uganda

P Agamile, D Lawson - Oxford Development Studies, 2021 - Taylor & Francis
The increasing frequency of negative rainfall shocks presents households with the
challenging choice of whether to send their children to school or to withdraw them in order …

Quantitative evaluation of the trade-off of strengthened instruments and sample size in observational studies

A Ertefaie, DS Small… - Journal of the American …, 2018 - Taylor & Francis
Weak instruments produce causal inferences that are sensitive to small failures of the
assumptions underlying an instrumental variable, so strong instruments are preferred. The …

Sample size importantly limits the usefulness of instrumental variable methods, depending on instrument strength and level of confounding

AGC Boef, OM Dekkers, JP Vandenbroucke… - Journal of clinical …, 2014 - Elsevier
Objectives Instrumental variable (IV) analysis is promising for estimation of therapeutic
effects from observational data as it can circumvent unmeasured confounding. However …

Climate change, corruption, and business bribes in South Asia

H Lee, T Moumbark - Finance Research Letters, 2022 - Elsevier
Abstract Firms in many South Asian countries are not only directly affected by natural
disasters, but also indirectly affected by natural disaster-induced corruption of public …