https://www.illc.uva.nl/NewsandEvents/Events/Upcoming-Events/newsitem/11831/22-May-2020-Causal-Inference-Lab-reading-group
22 May 2020, Causal Inference Lab reading group | Institute for Logic, Language and Computation
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https://openreview.net/forum?id=6quJeu5gJ7
Dynamic Survival Transformers for Causal Inference with Electronic Health Records | OpenReview
In medicine, researchers often seek to infer the effects of a given treatment on patients' outcomes, such as the expected time until infection. However, the...
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https://cran.r-project.org/web/packages/CausalMBSTS/vignettes/CausalMBSTS.html
Working example of causal inference with CausalMBSTS package
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https://www.scilifelab.se/event/the-svedberg-seminar-physical-activity-and-cancer-improving-causal-inference/
[The Svedberg seminar] -Physical activity and cancer: Improving causal inference - SciLifeLab
May 24, 2023 - Brigid M Lynch, Associate Professor, University of Melbourne, Australia
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https://gking.harvard.edu/talk/comparative-effectiveness-of-matching-methods-for-causal-inference/
Comparative Effectiveness of Matching Methods for Causal Inference | Gary King
Jan 1, 2010 - Matching is an increasingly popular method of causal inference in observational data, but following methodological best practices has proven difficult for...
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https://www.aitia.com/investigation-of-mechanisms-of-response-in-multiple-myeloma-via-bayesian-causal-inference-an-early-analysis-of-the-commpass-study-data/
Investigation of Mechanisms of Response in Multiple Myeloma Via Bayesian Causal Inference: An Early...
Nov 23, 2023 - Fred Gruber, Boris Hayete, Jonathan Keats, Kyle McBride, Karl Runge, Mary DeRome, Sagar Lonial, Iya Khalil, Daniel Auclair. American Society of Hematology...
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https://list.elra.info/mailman3/hyperkitty/list/corpora@list.elra.info/thread/GZELAUNTW7DEMEZ7GJGOPBBUHF7FSAGW/
PhD student position: NLP and causal inference - Corpora - ELRA lists
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https://sites.google.com/view/edm2024causalinference/home
EDM 2024 Workshop on Causal Inference
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https://www.mis.mpg.de/publications/preprint-repository/article/2016/issue-59
The Inflation Technique for Causal Inference with Latent Variables MiS Preprint 59-2016: MPI MIS
Delve into the future of research at MiS with our preprint repository. Our scientists are making groundbreaking discoveries and sharing their latest findings...
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https://owaprod-pub.wesleyan.edu/reg/!wesmaps_page.html?stuid=&crse=014958&term=1249
Experimental Design and Causal Inference QAC 307
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https://bibbase.org/network/publication/lal-imbens-hull-longtermcausalinferencewithmanynoisyproxies-2026
Long-term causal inference with many noisy proxies
The easiest way to keep your publications page up to date
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https://discourse.julialang.org/tag/causal-inference/1514
Topics tagged causal-inference
Topics tagged causal-inference
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https://papers.neurips.cc/paper_files/paper/2018/hash/86a1793f65aeef4aeef4b479fc9b2bca-Abstract.html
Causal Inference with Noisy and Missing Covariates via Matrix Factorization
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https://www.inovex.de/de/blog/causal-inference-introduction-to-causal-effect-estimation/
Causal Inference: Introduction to Causal Effect Estimation - inovex GmbH
Nov 21, 2022 - Recently, there has been a surge in interest in Causal Inference. It is, however, not always clear what is meant by the term and what the respective methods...
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https://papers.nips.cc/paper_files/paper/2006/hash/92a08bf918f44ccd961477be30023da1-Abstract.html
Causal inference in sensorimotor integration
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https://github.com/apaleyes/causality-fbp
GitHub - apaleyes/causality-fbp: Demos of using causal inference on dataflow software for fault...
Demos of using causal inference on dataflow software for fault localisation - apaleyes/causality-fbp
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https://research.ugent.be/web/result/project/f2ab3a32-b942-11eb-a69f-a558a7ca4dc7/team/en
Research Explorer - Project team of (01W05221) Causal inference in observational HIV/AIDS studies.
Research Explorer - Members of the research team for research project Causal inference in observational HIV/AIDS studies. (01W05221).
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https://dev3lop.com/blog/causal-inference-frameworks-for-business-decision-support/
Causal Inference Frameworks for Business Decision Support | Dev3lop
Making decisions without understanding the true cause-and-effect relationships can mean navigating blindly through opportunities and threats. As...
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https://digital.zlb.de/viewer/metadata/1359560440/1/
Combining observational and experimental data for causal inference considering data privacy / Mann,...
Abstract: Combining observational and experimental data for causal inference can improve treatment effect estimation. However, many observational datasets...
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https://computing.smu.edu.sg/newsletter/phd-dissertation-defense-wang-qing-food-computing-domain-adaptation-and-causal-inference?newsletter
PhD Dissertation Defense by WANG Qing | Food Computing: Domain Adaptation and Causal Inference |...
Food Computing: Domain Adaptation and Causal Inference
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https://deepai.org/publication/lmw-linear-model-weights-for-causal-inference
lmw: Linear Model Weights for Causal Inference | DeepAI
Mar 15, 2023 - 03/15/23 - The linear regression model is widely used in the biomedical and social sciences as well as in policy and business research to adj...
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https://about.roblox.com/nl/newsroom/2021/09/causal-inference-using-instrumental-variables
Causal Inference Using Instrumental Variables | Roblox
Sep 27, 2021 - Roblox is a global platform where millions of people gather together every day to imagine, create, and share experiences with each other in immersive,...
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https://convention2.allacademic.com/one/mpsa/mpsa20/index.php?cmd=Online+Program+View+Session&selected_session_id=1623672&PHPSESSID=9ovdqp81us3abqa2vph84d08u2
78th Annual MPSA Conference: Causal Inference: Theory and Applications
Content is hosted by All Academic Inc, a leading provider of online hosting and software solutions for academic conferences supporting submission, peer review,...
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https://www.taskade.com/agents/data/causal-inference
AI Causal Inference GPT Agent | Taskade AI
Looking to decipher the 'why' behind your data? Discover the power of our Causal Inference AI Agent-unlock insights, predict outcomes, and make informed...
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https://www.longcut.ai/v/14-causal-inference-part-1-gRkUhg9Wb-I
14. Causal Inference, Part 1 - Transcript & Analysis | LongCut
## Key takeaways - **Correlation vs. Causation**: While correlation is sufficient for purely predictive questions, it is not enough for causal questions,...
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[2211.07823] Graph Neural Networks for Causal Inference Under Network Confounding
Abstract page for arXiv paper 2211.07823: Graph Neural Networks for Causal Inference Under Network Confounding
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https://rprogrammingassignments.com/who-can-assist-with-causal-inference-for-statistical-implication-tasks
Who can assist with causal inference for statistical implication tasks? | Pay Someone To Take My R...
Jun 23, 2024 - Who can assist with causal inference for statistical implication tasks? Please send this suggestion to LIP (liq@nxp.gov). Abstract An Introduction Suppose you
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https://elifesciences.org/articles/63115
Genetic association and causal inference converge on hyperglycaemia as a modifiable factor to...
Genetic data revealed existing drugs that could be repurposed to improve lung function, with evidence that compounds which control blood glucose could be...
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https://cris.continental.edu.pe/es/publications/causal-inference-in-public-health-a-call-to-stop-causal-fishing-e/
Causal Inference in Public Health: A Call to Stop Causal Fishing Expeditions - Universidad...
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https://silo.pub/experimental-and-quasi-experimental-designs-for-generalized-causal-inference.html
Experimental and Quasi-Experimental Designs for Generalized Causal Inference - SILO.PUB
I1I I III,IiII IiII'II To Donald T. Campbell and Lee J. Cronbach, who helped us to understa...
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https://open.clemson.edu/all_dissertations/2863/
"Bayesian Framework for Causal Inference in Complex Data Structure" by Li He
Causal inference analysis is one of the most significant and well researched topics in the analysis of observational studies. It addresses the challenge of...
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https://research.ibm.com/publications/using-causal-inference-to-investigate-contraceptive-discontinuation-in-sub-saharan-africa
Using Causal Inference to Investigate Contraceptive Discontinuation in Sub-Saharan Africa for IJCAI...
Using Causal Inference to Investigate Contraceptive Discontinuation in Sub-Saharan Africa for IJCAI 2024 by Victor Akinwande et al.
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https://pure.psu.edu/en/publications/no-formal-theory-causal-inference-and-big-data-are-not-contradict/
No! formal theory, causal inference, and big data are not contradictory trends in political science...
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https://aip.riken.jp/labs/math_intel/cause_infer/
Causal Inference Team | Center for Advanced Intelligence Project
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https://palnetwork.org/tag/causal-inference/
causal inference Archives - PAL Network
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https://www.ideals.illinois.edu/items/134419
Subpopulation selection and debiased estimation for causal inference and predictive model...
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https://www.getmonetizely.com/articles/pricing-ai-causal-inference-causality-discovery-vs-effect-estimation
Pricing AI Causal Inference: Causality Discovery vs Effect Estimation
In today's data-rich business environment, SaaS executives are increasingly turning to artificial intelligence to optimize pricing strategies. Among the
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https://research.google/pubs/predictive-state-propensity-subclassification-psps-a-causal-inference-method-for-optimal-data-driven-propensity-score-stratification/
Predictive State Propensity Subclassification (PSPS): A causal inference method for optimal...
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https://spp.gatech.edu/publications/pub/8135
Applied Causal Inference in Public Sector Networks | Jimmy and Rosalynn Carter School of Public...
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https://www.leibniz-ipn.de/de/forschen/publikationen/a-comparison-of-different-approaches-for-estimating-cross-lagged-effects-from-a-causal-inference-perspective
A comparison of different approaches for estimating cross-lagged effects from a causal inference...
This article compares different approaches for estimating cross-lagged effects with a cross-lagged panel design under a causal inference perspective. We...
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https://csitcp.com/abstract/15/155csit14
Causal Inference in Financial Markets: A Generative AI-Powered Web Application for Analyzing...
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https://studylib.net/doc/25924453/causal-inference-themixtape
Causal Inference: The Mixtape Textbook
Learn causal inference methods with this textbook. Covers regression discontinuity, instrumental variables, and difference-in-differences.
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https://www.amazon.science/blog/economics-nobelist-on-causal-inference
Economics Nobelist on causal inference - Amazon Science
Apr 2, 2025 - In a keynote address at the latest Amazon Machine Learning Conference, Amazon academic research consultant, Stanford professor, and recent Nobel laureate Guido...
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https://digital.library.adelaide.edu.au/items/286e9b1a-66fc-4a07-980a-c180427ee1a5
Identifying cooperative genes causing cancer progression with dynamic causal inference
Cancer progression is driven by complex gene interactions, often overlooked due to the dynamic nature of the disease. Traditional inference methods mainly...
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https://repository.lib.ncsu.edu/items/885cba1b-5c13-4f65-b20c-7ed969e687f6/full
Advanced Methods in Bayesian Variable Selection and Causal Inference.
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https://pure.bit.edu.cn/en/publications/causal-inference-based-knowledge-graph-completion-using-multi-hea/
Causal inference-based knowledge graph completion using multi-head attention for fault diagnosis -...
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https://repositori.upf.edu/items/a68207df-c73e-489f-9758-62ad38666f16/full
e-Repositori UPF :: Causal inference and explaining away in a spiking network
While the brain uses spiking neurons for communication, theoretical research on brain computations has mostly focused on non-spiking networks. The nature of...
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https://www.iza.org/publications/dp/16202/fixed-effects-and-causal-inference
Fixed Effects and Causal Inference | IZA@LISER Network
Across many disciplines, the fixed effects estimator of linear panel data models is the default method to estimate causal effects with nonexperimental...
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https://thedatascientist.com/podcast-causal-inference/
Podcast: Causal Inference - The Data Scientist
Aug 29, 2023 - Causal inference is one of the most exciting topics in machine learning. Some prominent researchers, like Judea Pearl believe that we will never be able to
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https://www.erasmusmc.nl/en/research/groups/causal-inference-group
Causal Inference Group - Research group/lab - Erasmus MC
The Causal Inference Group works to improve the use and transparency of methods for estimating causal effects in epidemiology.
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https://world-wide.org/eposter/cosyne-25/bayesian-causal-inference-predicts-732533e5
Bayesian causal inference predicts center-surround interactions in MT - World Wide
Center-surround processing (CSP) is a ubiquitous feature of the brain, starting from early sensory processing (e.g., context-dependent retinal encoding) to...
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https://staging.widsworldwide.org/get-inspired/blog/researching-algorithmic-fairness-and-causal-inference-in-public-health-with-allison-koenecke/
Researching algorithmic fairness and causal inference in public health with Allison Koenecke
Nov 13, 2023 - Allison Koenecke, currently a postdoc at Microsoft Research and soon to be assistant professor at Cornell, discusses her decision to pursue a career in...
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https://studiegids.universiteitleiden.nl/courses/131621/causal-inference-for-computer-scientists
Causal Inference for Computer Scientists, 2025-2026 - Studiegids - Universiteit Leiden
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https://www.cs.princeton.edu/events/26375
04-11 Responsible Machine Learning through the Lens of Causal Inference | CS
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https://proceedings.mlr.press/v139/gentzel21a.html
How and Why to Use Experimental Data to Evaluate Methods for Observational Causal Inference
Jul 1, 2021 - How and Why to Use Experimental Data to Evaluate Methods for Observational Causal InferenceAmanda M Gentzel, Purva Pruthi, David JensenMethods that...
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https://politicalscience.yale.edu/event/sample-size-and-power-calculations-causal-inference-observational-studies-fan-li-duke
"Sample Size and Power Calculations for Causal Inference in Observational Studies," Fan Li, Duke...
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https://folia.unifr.ch/unifr/documents/321912
Essays on causal inference | FOLIA - Fribourg Open Library and Archive
The SONAR project aims to create a scholarly archive that collects, promotes and preserves the publications of authors affiliated with Swiss public research...
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https://www.nist.gov/publications/ontology-driven-learning-bayesian-network-causal-inference-and-quality-assurance
Ontology-driven Learning of Bayesian Network for Causal Inference and Quality Assurance in Additive...
Nov 29, 2022 - Additive manufacturing (AM) enables the creation of complex geometries that are difficult to realize using conventional manufacturing techniques.
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https://www.talenthue.com/skills/causal-inference/
Causal Inference Archives - TalentHue
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https://scholars.duke.edu/publication/1521093
Scholars@Duke publication: Learning From Doing: Intervention and Causal Inference
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https://research-information.bris.ac.uk/en/publications/the-tale-wagged-by-the-dag-broadening-the-scope-of-causal-inferen/projects/?status=FINISHED
The tale wagged by the DAG: broadening the scope of causal inference and explanation for...
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https://www.usgs.gov/publications/spatiotemporal-causal-inference-mechanistic-ecological-models-evaluating-targeted
Spatiotemporal causal inference with mechanistic ecological models: Evaluating targeted culling on...
Spatiotemporal causal inference methods are needed to detect the effect of interventions on indirectly measured epidemiological outcomes that go beyond...
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https://www.frontiersin.org/journals/cellular-and-infection-microbiology/articles/10.3389/fcimb.2024.1488130/full
Frontiers | CISepsis: a causal inference framework for early sepsis detection
IntroductionThe early prediction of sepsis based on machine learning or deep learning has achieved good results.Most of the methods use structured data store...
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https://www.ijsr.net/rate_article.php?paperid=SR24210172433
Rate Article: Beyond the Average: Personalized Causal Inference in Econometrics with Machine...
Rate the article titled 'Beyond the Average: Personalized Causal Inference in Econometrics with Machine Learning' on International Journal of Science and...
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https://www.benthamscience.com/chapter/1568
Chapter - Research Paradigms and the Strengthening of Causal Inference in Epidemiology | Bentham...
Changes in research paradigms and theories about disease causation have frequently led to refinements in frameworks for causal inference. Among the most...
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Causal Inference in Time Series - Chair of Decision Science & Systems
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https://pirsa.org/24090083
Tutorial: Causal Inference Meets Quantum Physics | PIRSA
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https://www.carmin.tv/en/video/bayesian-causal-inference-a-potential-outcome-perspective-with-applications-to-intermediate-variable
Bayesian causal inference: a potential outcome perspective with applications to intermediate...
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https://www.dataknobs.com/causal-inference/tips/Attrition-detail.html
Attrition and how it impacts in causal inference
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Multi-Armed Bandits with Interference: Bridging Causal Inference and Adversarial Bandits | Read...
Jul 15, 2025 - The research introduces a new approach called Multi-Armed Bandits with Interference (MABI) for online experiments, where the results from one test can affect...
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https://www.iasp-pain.org/publications/pain-research-forum/papers-of-the-week/paper/185781-reply-paracetamol-use-pregnancy-caution-over-causal-inference-available-data-handle/
Reply to 'Paracetamol use in pregnancy - caution over causal inference from available data';...
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