Data-driven causal effect estimation based on graphical causal modelling: A survey

D Cheng, J Li, L Liu, J Liu, TD Le - ACM Computing Surveys, 2024 - dl.acm.org
In many fields of scientific research and real-world applications, unbiased estimation of
causal effects from non-experimental data is crucial for understanding the mechanism …

[图书][B] A first course in causal inference

P Ding - 2024 - books.google.com
The past decade has witnessed an explosion of interest in research and education in causal
inference, due to its wide applications in biomedical research, social sciences, artificial …

Assessment of the effectiveness of China's protected areas in enhancing ecosystem services

C Yu, Z Zhang, E Jeppesen, Y Gao, Y Liu, Y Liu, Q Lu… - Ecosystem Services, 2024 - Elsevier
Protected areas are critical for providing ecosystem services. However, studies on the effect
of protected areas on ecosystem service enhancement remain lacking, which restricts …

Auditor industry range and audit quality

S Dekeyser, X He, T Xiao, L Zuo - Journal of Accounting and Economics, 2024 - Elsevier
We develop the concept of auditor industry range as the extent to which an auditor has
experiences in auditing clients from different industries, and we link this construct to auditor …

Sooner or later? Promising delivery speed in online retail

R Cui, Z Lu, T Sun, JM Golden - Manufacturing & Service …, 2024 - pubsonline.informs.org
Problem definition: Online retailers have to provide customers with an estimate of how fast
an order can be delivered before they decide to make the purchase. Retailers can …

Matching on generalized propensity scores with continuous exposures

X Wu, F Mealli, MA Kioumourtzoglou… - Journal of the …, 2024 - Taylor & Francis
In the context of a binary treatment, matching is a well-established approach in causal
inference. However, in the context of a continuous treatment or exposure, matching is still …

Evaluating different groups of mutual funds using a metafrontier approach: Ethical vs. non-ethical funds

Q Jin, A Basso, S Funari, K Kerstens… - European Journal of …, 2024 - Elsevier
Ethical mutual funds (MFs) have grown in popularity over the past few years. However, the
investors generally have concerns about their profitability compared to the investment group …

Mitigating allocative tradeoffs and harms in an environmental justice data tool

BQ Huynh, ET Chin, A Koenecke, D Ouyang… - Nature Machine …, 2024 - nature.com
Neighbourhood-level screening algorithms are increasingly being deployed to inform policy
decisions. However, their potential for harm remains unclear: algorithmic decision-making …

Inviting oversight: Effects of forest certification on deforestation in the Brazilian Amazon

P Rana, EO Sills - World Development, 2024 - Elsevier
In the American tropics, logging is almost always highly selective, leaving most of the forest
standing and available for future harvest under sustainable forest management. However …

Symptoms, Viral Loads, and Rebound Among COVID-19 Outpatients Treated With Nirmatrelvir/Ritonavir Compared With Propensity Score–Matched Untreated …

SE Smith-Jeffcoat, JE Biddle, HK Talbot… - Clinical Infectious …, 2024 - academic.oup.com
Abstract Background Nirmatrelvir/ritonavir (N/R) reduces severe outcomes from coronavirus
disease 2019 (COVID-19); however, rebound after treatment has been reported. We …