https://arxiv.org/abs/2306.05836
[2306.05836] Can Large Language Models Infer Causation from Correlation?
Abstract page for arXiv paper 2306.05836: Can Large Language Models Infer Causation from Correlation?
large language modelsinfercausationcorrelation
https://tushnet.blogspot.com/2021/02/uber-avoids-taxi-suit-because-of.html
Rebecca Tushnet's 43(B)log: Uber avoids taxi suit because of causation problems
Ezeokoli v. Uber Technol., Inc., 2021 WL 247975, No. A156445 (Cal. Ct. App. Jan. 26, 2021) Plaintiffs, a putative class of taxi drivers, l...
https://philsci-archive.pitt.edu/25586/
Conserved quantity theory: empirical analysis or metaphysical analysis of causation? -...
quantitytheoryempiricalanalysismetaphysical
https://plato.stanford.edu/archives/fall2023/entries/causation-mani/role-causal.html
Causation and Manipulability The Role of the Manipulability Theory in Clarifying Causal Claims...
the rolecausation
https://is.mpg.de/de/publications/jinetal24b
Can Large Language Models Infer Causation from Correlation? | MPI-IS
Our goal is to understand the principles of Perception, Action and Learning in autonomous systems that successfully interact with complex environments and to...
large language modelsinfercausationcorrelationmpi
https://plato.stanford.edu/archives/spr2017/entries/causation-counterfactual/
Counterfactual Theories of Causation (Stanford Encyclopedia of Philosophy/Spring 2017 Edition)
theoriescausationstanfordencyclopediaphilosophy
https://dangerousidea.blogspot.com/2019/03/universal-causation-and-determinism.html
dangerous idea: Universal Causation and Determinism
Having a cause can mean a number of different things. It can be something that contributes to the occurrence of something. Or else it could...
dangerousideauniversalcausationdeterminism
https://jessicar.substack.com/p/the-bradford-hill-criteria
The Bradford Hill Criteria - 'cuz the cowards of Causation denial need complete conversion
Slide by slide - all criteria assessed.
https://podcasts.ox.ac.uk/top-down-causation
Top Down Causation | University of Oxford Podcasts
Ard Louis is a Professor of Theoretical Physics at the University of Oxford. George Ellis is the Emeritus Distinguished Professor of Complex Systems in the...
university of oxfordtop downcausationpodcasts
https://philsci-archive.pitt.edu/10722/
Mental Causation - PhilSci-Archive
mental causationarchive
https://arxiv.org/abs/2304.01098
[2304.01098] The synthetic instrument: From sparse association to sparse causation
Abstract page for arXiv paper 2304.01098: The synthetic instrument: From sparse association to sparse causation
syntheticinstrumentsparseassociationcausation
https://research.vu.nl/en/publications/dynamics-of-effectuation-and-causation-in-technology-based-new-ve-2/
Dynamics of effectuation and causation in technology-based new ventures - Vrije Universiteit...
https://siepr.stanford.edu/publications/working-paper/do-better-schools-lead-more-growth-cognitive-skills-economic-outcomes
Do Better Schools Lead to More Growth? Cognitive Skills, Economic Outcomes, and Causation |...
https://dangerousidea.blogspot.com/2010/04/on-necessity-of-mental-causation.html?showComment=1272220523983
dangerous idea: On The Necessity of Mental Causation
This is from my reply to Keith Parsons in essay "Some Supernatural Reasons Why My Critics are Wrong" (a title that was given to my essay by ...
on thedangerousideanecessitymental
https://philsci-archive.pitt.edu/20892/
Temporal and Atemporal Asymmetries in Causation - PhilSci-Archive
temporalcausationarchive
https://plato.stanford.edu/archives/win2017/entries/causation-mani/notes.html
Causation and Manipulability Notes (Stanford Encyclopedia of Philosophy/Winter 2017 Edition)
encyclopedia of philosophycausationnotesstanford
https://ecodevoevo.blogspot.com/2010/12/problem-of-correlation-and-causation-is.html
The Mermaid's Tale: The problem of correlation and causation is solved.....or not
The BBC Radio 4 program, More or Less, is a show about statistics, how they are used and abused in reporting the news. Among other regular ...
https://pmc.ncbi.nlm.nih.gov/articles/PMC5342645/
Historical Perspectives of the Causation of Lung Cancer: Nursing as a Bystander - PMC
Lung cancer is the leading cause of cancer deaths worldwide. Less-known forces are involved in the etiology of lung cancer and have relevant implications for...
historical perspectivesof thelung cancer
https://ecodevoevo.blogspot.com/2012/09/the-consequences-of-casual-concepts-of.html
The Mermaid's Tale: The consequences of casual concepts of causation
Exposure to X-rays can cause cancer, so their use as a routine and repetitive screen for tuberculosis (and, for readers old enough to rememb...
the mermaidtaleconsequencescasualconcepts
https://www.gov.uk/government/publications/synopsis-of-causation-blast-injury-to-the-ear
Synopsis of causation: blast injury to the ear - GOV.UK
This document contains a synopsis of causation occurring in blast injury to the ear.
to thesynopsiscausationblastinjury
https://plato.stanford.edu/archives/fall2016/entries/causation-probabilistic/
Probabilistic Causation (Stanford Encyclopedia of Philosophy/Fall 2016 Edition)
encyclopedia of philosophyprobabilisticcausationstanfordfall
https://plato.stanford.edu/archives/spr2021/entries/causation-mani/
Causation and Manipulability (Stanford Encyclopedia of Philosophy/Spring 2021 Edition)
encyclopedia of philosophycausationstanfordspringedition
https://grants.nih.gov/grants/guide/pa-files/par-17-179.html
Expired PAR-17-179: From Genomic Association to Causation: A Convergent Neuroscience Approach for...
NIH Funding Opportunities and Notices in the NIH Guide for Grants and Contracts: From Genomic Association to Causation: A Convergent Neuroscience Approach for...
https://accidentaldeliberations.blogspot.com/2006/10/on-causation.html
Accidental Deliberations: On causation
As a follow-up to yesterday's post on the Cons' micromanagement of committee questions and private members' bills, let's look in a bit more...
accidentaldeliberationscausation
https://scholarship.law.missouri.edu/facpubs/981/
"The Undue Influence of Causation" by Paul J. Litton
Robert Nelson and colleagues (2011) claim that no useful analysis of "voluntariness" appears in the academic literature and identify their goal as "fill[ing]...
undue influenceby paulcausationjlitton
https://du.diva-portal.org/smash/record.jsf?pid=diva2:1148114
Causation and reason : R.G. Collingwood and causal analysis as the essence of social thinking
https://plato.stanford.edu/archives/fall2025/entries/causation-metaphysics/
The Metaphysics of Causation (Stanford Encyclopedia of Philosophy/Fall 2025 Edition)
metaphysicscausationstanfordencyclopediaphilosophy
https://podcasts.ox.ac.uk/series/view-above-structure-emergence-and-causation
The View from Above: Structure, Emergence, and Causation | University of Oxford Podcasts
Sessions from Conference held on January 11th-12th 2018, MBI Auditorium, Corpus Christi College, Oxford. Organizers: Matteo Grasso, Anna Marmodoro, Warren...
the view from aboveuniversity of oxford
https://autisminnb.blogspot.com/2011/01/lbrb-blog-opposes-autism-causation.html?showComment=1294144893994
Facing Autism in New Brunswick: lbrb Blog Opposes Autism Causation Research? Why Now?
At the risk of encouraging visitors to head over to the lbrb site I feel compelled to question the rationale for the site continuing to de...
new brunswick
https://www.repository.cam.ac.uk/items/8e3fee58-2486-4376-a68f-f11d7e24328a
Causation and familial confounding as explanations for the associations of polygenic risk scores...
A polygenic risk score (PRS) combines the associations of multiple genetic variants that could be due to direct causal effects, indirect genetic effects, or...
https://plato.stanford.edu/archives/fall2025/entries/causation-mani/notes.html
Causation and Manipulability Notes (Stanford Encyclopedia of Philosophy/Fall 2025 Edition)
encyclopedia of philosophycausationnotesstanford
https://www.sei.cmu.edu/library/from-correlation-to-causation-lessons-for-security-defense/
From Correlation to Causation: Lessons for Security & Defense | CMU Software Engineering Institute
In this talk, David Danks describes the state of the art in causal discovery and reasoning methods, many of which have been developed at Carnegie Mellon...
lessons for
https://clsbluesky.law.columbia.edu/2026/04/15/paul-weiss-discusses-ninth-circuit-dismissal-of-securities-fraud-claims-on-loss-causation-grounds/
Paul Weiss Discusses Ninth Circuit Dismissal of Securities Fraud Claims on Loss Causation Grounds |...
Apr 14, 2026 - On February 6, 2026, a unanimous panel of the Ninth Circuit affirmed dismissal of securities fraud claims on loss causation grounds where the stock price...
https://www.sciencedaily.com/releases/2014/02/140227213430.htm
Nobelist proposes unconventional view of type 2 diabetes causation | ScienceDaily
At 85, Nobel laureate James D. Watson, the co-discoverer of the double-helix structure of DNA, continues to advance intriguing scientific ideas. His latest, a...
proposesunconventionalviewtypediabetes
https://moz.com/blog/correlation-vs-causation-mathographic
Correlation vs. Causation (A Mathographic) - Moz
Tired of infographics? How about a Mathographic? We dive deep into correlation analysis here on SEOmoz, so I thought it might be a good time to review the...
correlation vs causationmoz
https://podcasts.ox.ac.uk/time-and-causation?audio=1
Time and Causation | University of Oxford Podcasts
university of oxfordtimecausationpodcasts
https://pure.psu.edu/en/publications/points-of-significance-association-correlation-and-causation/
Points of Significance: Association, correlation and causation - Penn State
pointssignificanceassociationcorrelationcausation
https://msclogic.illc.uva.nl/current-students/courses/projects/submit-project/project/228/2nd-Semester-2023-24-Actual-Causation
2nd Semester 2023/24: Actual Causation | Master of Logic
The introduction of causal models by Pearl and others has proven to be a revolution in thinking rigorously and scientifically about causation. In this project...
semesteractualcausationmasterlogic
https://scholarship.law.bu.edu/faculty_scholarship/391/
"Negligence, causation, and incentives for care" by Keith N. Hylton and Haizhen Lin
We present a new model of negligence and causation and examine the influence of the negligence test, in the presence of intervening causation, on the level of...
for care
https://www.mpiwg-berlin.mpg.de/project/regularity-theory-causation
Regularity Theory of Causation | MPIWG
regularitytheorycausationmpiwg
https://plato.stanford.edu/archives/sum2025/entries/mental-causation/
Mental Causation (Stanford Encyclopedia of Philosophy/Summer 2025 Edition)
encyclopedia of philosophymental causationstanfordsummeredition
https://www.podcasts.ox.ac.uk/singularist-theory-causation
The singularist theory of causation | University of Oxford Podcasts
theorycausationuniversityoxfordpodcasts
https://plato.stanford.edu/archives/win2020/entries/causation-mani/
Causation and Manipulability (Stanford Encyclopedia of Philosophy/Winter 2020 Edition)
encyclopedia of philosophycausationstanfordwinteredition
https://www.gov.uk/government/publications/synopsis-of-causation-ultraviolet-radiation-and-the-skin
Synopsis of causation: ultraviolet radiation and the skin - GOV.UK
This document contains a synopsis of causation occurring in ultraviolet radiation and the skin.
ultraviolet radiationand thesynopsiscausationskin
https://legalhistoryblog.blogspot.com/2016/01/barzun-on-causation-legal-history-and.html?m=0
Legal History Blog: Barzun on Causation, Legal History and Legal Doctrine
Charles L. Barzun, University of Virginia School of Law , has posted Causation, Legal History, and Legal Doctrine , which is to appear in th...
legal history blogbarzuncausationdoctrine
https://nationalpersonalinjuryauthority.com/causation-in-personal-injury-claims/
Causation in Personal Injury Claims: Actual and Proximate Cause
Causation is one of the 4 essential elements a plaintiff must establish in any negligence-based personal injury claim, alongside duty, breach, and damages. It...
personal injury claimscausationactualproximatecause
https://philosophy.indiana.edu/research/editorial-work-translations/2009-downward-causation.html
Downward Causation and the Neurobiology of Free Will: Editorial Work + Translations: Research:...
downward causationand the
https://philsci-archive.pitt.edu/21009/
Is There Causation in Fundamental Physics? New Insights from Process Matrices and Quantum Causal...
https://plato.stanford.edu/archives/sum2022/entries/causation-backwards/
Backward Causation (Stanford Encyclopedia of Philosophy/Summer 2022 Edition)
encyclopedia of philosophybackwardcausationstanfordsummer
https://alexanderpruss.blogspot.com/2013/12/substance-causation-agent-causation-and.html?showComment=1388520934742
Alexander Pruss's Blog: Substance causation, agent causation and time
Aristotelians about causation think all causation is substance causation. Events are causes only derivatively. What does the real...
s blogalexanderprusssubstancecausation
https://plato.stanford.edu/ENTRIES/causation-probabilistic/
Probabilistic Causation (Stanford Encyclopedia of Philosophy)
probabilisticcausationstanfordencyclopediaphilosophy
https://plato.stanford.edu/archives/sum2013/entries/causation-metaphysics/
The Metaphysics of Causation (Stanford Encyclopedia of Philosophy/Summer 2013 Edition)
metaphysicscausationstanfordencyclopediaphilosophy
https://scholarworks.iu.edu/journals/index.php/imh/article/view/5808/5337
View of A Hoosier Village: A Sociological Study, with Special Reference to Social Causation by...
https://uwspace.uwaterloo.ca/items/ccb720e1-1683-4382-95ed-bbdd273821c7
Autism Spectrum Disorders: A Case Study in Causation and Explanation in Psychiatric Conditions
This thesis discusses epistemological and ethical issues in classifi cation and diagnosisof psychiatric conditions, and briefly discusses realism about...
autism spectrum disorderscase study
https://scholarspace.manoa.hawaii.edu/items/fe2f9057-c47d-4025-80e6-5356b459f215
On Causation
causation
https://adventuresinautism.blogspot.com/2007/05/genetic-causation-theory-leads-to.html
Adventures in Autism: Genetic Causation Theory Leads to Autism Eugenics
News and commentary about the autism epidemic and my beautiful boy living with autism.
adventuresautismgeneticcausationtheory
https://plato.stanford.edu/archives/win2022/entries/causation-backwards/
Backward Causation (Stanford Encyclopedia of Philosophy/Winter 2022 Edition)
encyclopedia of philosophybackwardcausationstanfordwinter
https://plato.stanford.edu/archives/win2017/entries/causation-mani/early-agency.html
Causation and Manipulability An Early Version of an Agency Theory (Stanford Encyclopedia of...
early versionagency theorycausation
https://www.podcasts.ox.ac.uk/index.php/counterfactual-theory-causation
The counterfactual theory of causation | University of Oxford Podcasts
the counterfactualtheorycausationuniversityoxford
https://plato.stanford.edu/archives/sum2023/entries/causation-mani/role-causal.html
Causation and Manipulability The Role of the Manipulability Theory in Clarifying Causal Claims...
the rolecausation
https://tobyrogers.substack.com/p/mapping-the-entire-field-of-autism/comments
Comments - Mapping the entire field of autism causation studies in one article
When one looks at the big picture, the answer becomes clear
https://dangerousidea.blogspot.com/2011/04/parsons-on-mental-causation.html?showComment=1303419507334
dangerous idea: Parsons on Mental Causation
The Secular Outpost: The Problem with Metaphysical Naturalism (According to Victor Reppert) First, I do share Parsons' concern about getti...
dangerousideaparsonsmentalcausation
https://plato.stanford.edu/archives/fall2025/entries/causation-counterfactual/
Counterfactual Theories of Causation (Stanford Encyclopedia of Philosophy/Fall 2025 Edition)
theoriescausationstanfordencyclopediaphilosophy
https://philsci-archive.pitt.edu/9729/
A Probabilistic Analysis of Causation - PhilSci-Archive
probabilisticanalysiscausationarchive
https://philsci-archive.pitt.edu/8350/
Public health policy, evidence, and causation. Lessons from the studies on obesity. -...
public health policy
https://plato.stanford.edu/archives/spr2023/entries/causation-physics/
Causation in Physics (Stanford Encyclopedia of Philosophy/Spring 2023 Edition)
encyclopedia of philosophycausationphysicsstanfordspring
https://dangerousidea.blogspot.com/2015/07/what-does-causation-mean.html
dangerous idea: What does causation mean?
Causation can mean a couple of different things. Something can be a cause if it guarantees its effect, or if it is a necessary condition fo...
dangerousideacausationmean
https://plato.stanford.edu/archives/fall2023/entries/mental-causation/
Mental Causation (Stanford Encyclopedia of Philosophy/Fall 2023 Edition)
encyclopedia of philosophymental causationstanfordfalledition
https://plato.stanford.edu/archives/fall2012/entries/causation-backwards/
Backward Causation (Stanford Encyclopedia of Philosophy/Fall 2012 Edition)
encyclopedia of philosophybackwardcausationstanfordfall
https://plato.stanford.edu/Entries/mental-causation/
Mental Causation (Stanford Encyclopedia of Philosophy)
mental causationstanfordencyclopediaphilosophy
https://dangerousidea.blogspot.com/2010/04/on-necessity-of-mental-causation.html?showComment=1272762824681
dangerous idea: On The Necessity of Mental Causation
This is from my reply to Keith Parsons in essay "Some Supernatural Reasons Why My Critics are Wrong" (a title that was given to my essay by ...
on thedangerousideanecessitymental
https://epub.ub.uni-muenchen.de/13391/
Legal Damages at Uncertain Causation
legaldamagesuncertaincausation
https://blog.oup.com/2013/11/correlation-is-not-causation/
Correlation is not causation | OUPblog
Nov 15, 2013 - Stephen Mumford and Rani Lill Anjum A famous slogan in statistics is that correlation does not imply causation. We know that there is a statistical correlation...
correlation is not causationoupblog
https://research-repository.uwa.edu.au/en/activities/2022-causation-conference/
2022 Causation Conference - the UWA Profiles and Research Repository
causationconferenceuwaprofilesresearch
https://experts.umn.edu/en/publications/norbert-wieners-legacy-in-the-study-and-inference-of-causation/
Norbert Wiener's legacy in the study and inference of causation - Experts@Minnesota
https://libcal.library.ubc.ca/event/3973391
Statistical Fundamentals (8 of 8): Correlation, Causation, and Association - UBC Library -...
Statistical Fundamentals: A Visual Approach Series This series will use R and Python to help develop an intuition for fundamental statistical concepts using...
statisticalfundamentalscorrelationcausationassociation
https://ewi-live-portal.azurewebsites.net/News/tag/causation
Expert Witness Institute - Causation
All the news and latest case updates from the Expert Witness Institute
expert witnessinstitutecausation
https://plato.stanford.edu/archives/sum2013/entries/causation-counterfactual/
Counterfactual Theories of Causation (Stanford Encyclopedia of Philosophy/Summer 2013 Edition)
theoriescausationstanfordencyclopediaphilosophy
https://philsci-archive.pitt.edu/11913/
A difference-making account of causation - PhilSci-Archive
differencemakingaccountcausationarchive
https://file.scirp.org/Html/8704.html
Inflation, Monetary Policy and Economic Growth in Mexico. An Inverse Causation, 1970-2009
It is demonstrated through an Structural Vector Auto Regression (SVAR) model which distinguishes short and long term effects, that the monetary policy...
https://plato.stanford.edu/archives/fall2020/entries/causation-counterfactual/
Counterfactual Theories of Causation (Stanford Encyclopedia of Philosophy/Fall 2020 Edition)
theoriescausationstanfordencyclopediaphilosophy
https://dangerousidea.blogspot.com/2006/07/redated-post-on-argument-from-mental.html
dangerous idea: Redated Post on the Argument from Mental Causation
The Argument from Mental Causation I. The Argument from Mental Causation The third of my arguments is the Argument from Mental Causation. If...
post onthe argumentdangerousideamental
https://academiccommons.columbia.edu/doi/10.7916/D8DF6R3Z
A Deliberative Account of Causation: How the Evidence of Deliberating Agents Accounts for Causation...
In my dissertation I develop and defend a deliberative account of causation: causal relations correspond to the evidential relations we use when we decide on...
https://theses.gla.ac.uk/83395/
Leprosy : some notes on its causation, symptoms and treatment, based on an experience of 152 lepers...
https://openresearch-repository.anu.edu.au/items/e3463aef-1dbc-4739-9c69-05a753134229
Causation in Kaili
causationkaili
https://albertalabour.blogspot.com/2022/03/alternative-causation-arguments.html
Labour & Employment in Alberta: Alternative-causation arguments effective at sowing doubt
One strategy that manufacturers and employers use to delay the regulation of and liability for harmful substances is to make alternative-cau...
in albertalabouremploymentalternative
https://plato.stanford.edu/archives/win2021/entries/causation-law/
Causation in the Law (Stanford Encyclopedia of Philosophy/Winter 2021 Edition)
encyclopedia of philosophyin thecausationlawstanford
https://cordis.europa.eu/project/id/101062754/results/it
A Theory of Memory Causation | MEMOCAUSE | Progetto | Risultati | HORIZON | CORDIS | Commissione...
Deliverables, publications, datasets, software, exploitable results
theorymemorycausation
https://collections.nlm.nih.gov/catalog/nlm:nlmuid-101188725-bk
On asthma, its causation and treatment: with reports of cases : alkalithia, as a positive cure -...
https://substantialmatters.blogspot.com/2009/09/conference-new-ontology-of-mental.html
Matters of Substance: Conference: The New Ontology of the Mental Causation Debate
AHRC-Conference 14th-16th September 2009, Durham University, UK. THE NEW ONTOLOGY OF THE MENTAL CAUSATION DEBATE exploring the consequences ...
the newmental causationmatterssubstanceconference
https://pubmed.ncbi.nlm.nih.gov/35937061/
Applying the Bradford Hill Criteria for Causation to Repetitive Head Impacts and Chronic Traumatic...
Chronic traumatic encephalopathy (CTE) is a neurodegenerative disease associated with a history of repetitive head impacts (RHI). CTE was described in boxers...
https://www.fmcsa.dot.gov/safety/research-and-analysis/large-truck-crash-causation-study-analysis-brief
The Large Truck Crash Causation Study - Analysis Brief | FMCSA
The Federal Motor Carrier Safety Administration (FMCSA) and the National Highway Traffic Safety Administration (NHTSA) conducted the Large Truck Crash...
large truckcrashcausationstudyanalysis
https://plato.stanford.edu/archives/win2020/entries/causation-medieval/
Medieval Theories of Causation (Stanford Encyclopedia of Philosophy/Winter 2020 Edition)
medievaltheoriescausationstanfordencyclopedia
https://philsci-archive.pitt.edu/2792/
Common Causes and The Direction of Causation - PhilSci-Archive
common causesand thedirectioncausationarchive
https://plato.stanford.edu/archives/sum2024/entries/causation-counterfactual/
Counterfactual Theories of Causation (Stanford Encyclopedia of Philosophy/Summer 2024 Edition)
theoriescausationstanfordencyclopediaphilosophy
https://plato.stanford.edu/archives/fall2022/entries/causation-counterfactual/
Counterfactual Theories of Causation (Stanford Encyclopedia of Philosophy/Fall 2022 Edition)
theoriescausationstanfordencyclopediaphilosophy
https://digitalcommons.usu.edu/advs_facpub/1310/
"Causation of Acute Flaccid Paralysis by Myelitis and Myositis in Enter" by John D. Morrey, Hong...
Enterovirus D68 (EV-D68) caused a large outbreak in the summer and fall of 2014 in the United States. It causes serious respiratory disease, but causation of...
https://petrieflom.law.harvard.edu/tag/proof-of-causation/
proof of causation - Petrie-Flom Center
proofcausationpetrieflomcenter
https://plato.stanford.edu/archives/spr2013/entries/causation-probabilistic/
Probabilistic Causation (Stanford Encyclopedia of Philosophy/Spring 2013 Edition)
encyclopedia of philosophyprobabilisticcausationstanfordspring
https://academicworks.cuny.edu/gc_etds/4828/
"Actual Causation: Apt Causal Models and Causal Relativism" by Jennifer R. McDonald
This dissertation begins by addressing the question of when a causal model is apt for deciding questions of actual causation with respect to some target...
causal modelsby jenniferactualcausationapt