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 …
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 …
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
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 …
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 …
distributed between patients exposed or not exposed to an intervention. The standard …
School racial segregation and the health of Black children
OBJECTIVES Few researchers have evaluated whether school racial segregation, a key
manifestation of structural racism, affects child health, despite its potential impacts on school …
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 …
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 …
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 …
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 …
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 …
disasters, but also indirectly affected by natural disaster-induced corruption of public …