How Do Applied Researchers Use the Causal Forest? A …
3 天之前 · 2 A Brief Introduction to the Causal Forest. ... The review shows the causal forest is largely used for research that achieves causal identification with randomisation or by controlling on observables, there is little in the way of quasi-experimental work using the method. …
PUBL0050: Causal Inference - GitHub Pages
3 天之前 · This course provides an introduction to statistical methods used for causal inference in the social sciences. We will be concerned with understanding how and when it is possible to …
Causal inference from observational data in neurosurgical studies: …
3 天之前 · Driven by evidence-based medicine, clinical neurosurgical research has increasingly focused on investigating causation, not just association [10, 42, 53].Despite the widely-held …
Triangulating Instrumental Variable,... | Wellcome Open Research
5 天之前 · 1 Introduction. The gold standard approach for evaluating the efficacy of treatments is a randomized controlled trial (RCT). Due to strict specifications of RCTs with regard to blinding …
Instrumental variable estimation for compositional treatments
3 天之前 · In fact, popular books and research articles alike seem to suggest that (bio-)diversity is indeed an important causal driver of ecosystem functioning and human health, even though …
Investigating causal effects of income on health using two-sample ...
5 天之前 · Income is associated with many health outcomes, but it is unclear how far this reflects a causal relationship. Mendelian randomisation (MR) uses genetic variation between …
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Causal survival embeddings: Non-parametric counterfactual …
4 天之前 · In the context of observational data, the cornerstone of statistical analysis revolves around the potential outcomes framework, which forms the foundation for causal assertions …
Complex dynamics in peace negotiations: insiders' views on the ...
5 天之前 · The comparative qualitative research underpinning the article is based on 23 interviews conducted in 2022 with participants in the peace negotiations, representatives of the …
Comparative Analysis - Writing Resources - National University
6 天之前 · Step 3: Produce a compare/contrast or comparative analysis with these strategies.
Decomposition and comparative analysis of differences in anxiety ...
3 天之前 · Background Anxiety is a severe global health problem. The long-established urban-rural dichotomy in China has led to unequal development in rural and urban areas, which may …
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