#counterfactuals — Public Fediverse posts

New study uses causal inference to demonstrate that we would avoid 20 % methane emissions if one commodity was replaced.
I have just published a preprint article at https://doi.org/10.5281/zenodo.19019693

#decoupling #agriculture #beef #cattle #carbon #causality #causalInference #causation #confounding #counterFactuals #emissions #GHG #methane #offPolicy #policy #publicPolicy #vegan #climateChange #GreenhouseForcing #greenhouseEffect

New study uses causal inference to demonstrate that we would avoid 20 % methane emissions if one commodity was replaced.
I have just published a preprint article at https://doi.org/10.5281/zenodo.19019693

#decoupling #agriculture #beef #cattle #carbon #causality #causalInference #causation #confounding #counterFactuals #emissions #GHG #methane #offPolicy #policy #publicPolicy #vegan #climateChange #GreenhouseForcing #greenhouseEffect

New study uses causal inference to demonstrate that we would avoid 20 % methane emissions if one commodity was replaced.
I have just published a preprint article at https://doi.org/10.5281/zenodo.19019693

#decoupling #agriculture #beef #cattle #carbon #causality #causalInference #causation #confounding #counterFactuals #emissions #GHG #methane #offPolicy #policy #publicPolicy #vegan #climateChange #GreenhouseForcing #greenhouseEffect

New study uses causal inference to demonstrate that we would avoid 20 % methane emissions if one commodity was replaced.
I have just published a preprint article at https://doi.org/10.5281/zenodo.19019693

#decoupling #agriculture #beef #cattle #carbon #causality #causalInference #causation #confounding #counterFactuals #emissions #GHG #methane #offPolicy #policy #publicPolicy #vegan #climateChange #GreenhouseForcing #greenhouseEffect

New study uses causal inference to demonstrate that we would avoid 20 % methane emissions if one commodity was replaced.
I have just published a preprint article at https://doi.org/10.5281/zenodo.19019693

#decoupling #agriculture #beef #cattle #carbon #causality #causalInference #causation #confounding #counterFactuals #emissions #GHG #methane #offPolicy #policy #publicPolicy #vegan #climateChange #GreenhouseForcing #greenhouseEffect

New study uses causal analysis to demonstrate big reductions in carbon emissions if fewer bovines.
In ten years, methane emissions from all activities if bovine stop would be 80 % of methane emissions from all activities if no intervention.
Results and causation are presented at https://doi.org/10.5281/zenodo.19019693

#carbon #causality #causalInference #causation #confounding #counterFactuals #emissions #GHG #methane #offPolicy #policy #publicPolicy

New study uses causal analysis to demonstrate big reductions in carbon emissions if fewer bovines.
In ten years, methane emissions from all activities if bovine stop would be 80 % of methane emissions from all activities if no intervention.
Results and causation are presented at https://doi.org/10.5281/zenodo.19019693

#carbon #causality #causalInference #causation #confounding #counterFactuals #emissions #GHG #methane #offPolicy #policy #publicPolicy

New study uses causal analysis to demonstrate big reductions in carbon emissions if fewer bovines.
In ten years, methane emissions from all activities if bovine stop would be 80 % of methane emissions from all activities if no intervention.
Results and causation are presented at https://doi.org/10.5281/zenodo.19019693

#carbon #causality #causalInference #causation #confounding #counterFactuals #emissions #GHG #methane #offPolicy #policy #publicPolicy

New study uses causal analysis to demonstrate big reductions in carbon emissions if fewer bovines.
In ten years, methane emissions from all activities if bovine stop would be 80 % of methane emissions from all activities if no intervention.
Results and causation are presented at https://doi.org/10.5281/zenodo.19019693

#carbon #causality #causalInference #causation #confounding #counterFactuals #emissions #GHG #methane #offPolicy #policy #publicPolicy

New study uses causal analysis to demonstrate big reductions in carbon emissions if fewer bovines.
In ten years, methane emissions from all activities if bovine stop would be 80 % of methane emissions from all activities if no intervention.
Results and causation are presented at https://doi.org/10.5281/zenodo.19019693

#carbon #causality #causalInference #causation #confounding #counterFactuals #emissions #GHG #methane #offPolicy #policy #publicPolicy

Directed Acyclic Graphs (DAGs) and Regression for Causal Inference by Susan Alber (2022) health.ucdavis.edu/media-resour... #intervention #policy #causality #causalInference #stats #statistics #counterFactuals #probabilities #causation #confounding

Directed Acyclic Graphs (DAGs) and Regression for Causal Inference
by Susan Alber (2022) https://health.ucdavis.edu/media-resources/ctsc/documents/pdfs/directed-acyclic-graphs20220209.pdf

#intervention #policy #causality #causalInference #stats #statistics #counterFactuals #probabilities #causation #confounding #DAG #DAGs #graphs

Directed Acyclic Graphs (DAGs) and Regression for Causal Inference
by Susan Alber (2022) https://health.ucdavis.edu/media-resources/ctsc/documents/pdfs/directed-acyclic-graphs20220209.pdf

#intervention #policy #causality #causalInference #stats #statistics #counterFactuals #probabilities #causation #confounding #DAG #DAGs #graphs

Directed Acyclic Graphs (DAGs) and Regression for Causal Inference
by Susan Alber (2022) https://health.ucdavis.edu/media-resources/ctsc/documents/pdfs/directed-acyclic-graphs20220209.pdf

#intervention #policy #causality #causalInference #stats #statistics #counterFactuals #probabilities #causation #confounding #DAG #DAGs #graphs

Directed Acyclic Graphs (DAGs) and Regression for Causal Inference
by Susan Alber (2022) https://health.ucdavis.edu/media-resources/ctsc/documents/pdfs/directed-acyclic-graphs20220209.pdf

#intervention #policy #causality #causalInference #stats #statistics #counterFactuals #probabilities #causation #confounding #DAG #DAGs #graphs

Directed Acyclic Graphs (DAGs) and Regression for Causal Inference
by Susan Alber (2022) https://health.ucdavis.edu/media-resources/ctsc/documents/pdfs/directed-acyclic-graphs20220209.pdf

#intervention #policy #causality #causalInference #stats #statistics #counterFactuals #probabilities #causation #confounding #DAG #DAGs #graphs

"Mediators, confounders, colliders – a crash course in causal inference"
by Florian Hartig (2019): https://theoreticalecology.wordpress.com/2019/04/14/mediators-confounders-colliders-a-crash-course-in-causal-inference/

#offPolicy #causality #causalInference #stats #statistics #counterFactuals #probabilities #ML #ecology #confounding

"Mediators, confounders, colliders – a crash course in causal inference"
by Florian Hartig (2019): https://theoreticalecology.wordpress.com/2019/04/14/mediators-confounders-colliders-a-crash-course-in-causal-inference/

#offPolicy #causality #causalInference #stats #statistics #counterFactuals #probabilities #ML #ecology #confounding

"Mediators, confounders, colliders – a crash course in causal inference"
by Florian Hartig (2019): https://theoreticalecology.wordpress.com/2019/04/14/mediators-confounders-colliders-a-crash-course-in-causal-inference/

#offPolicy #causality #causalInference #stats #statistics #counterFactuals #probabilities #ML #ecology #confounding

"Mediators, confounders, colliders – a crash course in causal inference"
by Florian Hartig (2019): https://theoreticalecology.wordpress.com/2019/04/14/mediators-confounders-colliders-a-crash-course-in-causal-inference/

#offPolicy #causality #causalInference #stats #statistics #counterFactuals #probabilities #ML #ecology #confounding

"Mediators, confounders, colliders – a crash course in causal inference"
by Florian Hartig (2019): https://theoreticalecology.wordpress.com/2019/04/14/mediators-confounders-colliders-a-crash-course-in-causal-inference/

#offPolicy #causality #causalInference #stats #statistics #counterFactuals #probabilities #ML #ecology #confounding

@lisagetspolitik aye

# HiddenHistory

https://www.milwaukeeindependent.com/thom-hartmann/electoral-crimes-republicans-stole-way-white-house-half-century/

#EverythingEverywhere #AllAtOnce
#counterfactuals #whatmighthavebeen

#LivingFullyNow
{ ¿| #next

#RoadToUnfreedom #PoliticsOfResponsibility

@lisagetspolitik aye

# HiddenHistory

https://www.milwaukeeindependent.com/thom-hartmann/electoral-crimes-republicans-stole-way-white-house-half-century/

#EverythingEverywhere #AllAtOnce
#counterfactuals #whatmighthavebeen

#LivingFullyNow
{ ¿| #next

#RoadToUnfreedom #PoliticsOfResponsibility

@lisagetspolitik aye

# HiddenHistory

https://www.milwaukeeindependent.com/thom-hartmann/electoral-crimes-republicans-stole-way-white-house-half-century/

#EverythingEverywhere #AllAtOnce
#counterfactuals #whatmighthavebeen

#LivingFullyNow
{ ¿| #next

#RoadToUnfreedom #PoliticsOfResponsibility

Willow Starr ja Alex Kocurek ovat päivittäneet SEP-entryään kontrafaktuaaleista,

https://plato.stanford.edu/entries/counterfactuals/

Käypiä välineitä jossittelun semantiikan analyysiin ja systematisointiin.

#kontrafaktuaali #counterfactuals #semantics #semantiika #logiikka #logic #filosofia #philosophy #causality #jossittelu #whatIf #konditionaali #conditionals #science #explanation #epistemology #metaphysics #kuvittelu #imagination #mind #modality #freeWill #possibleWorlds #sep #revised #linguistics #history #ai

Willow Starr ja Alex Kocurek ovat päivittäneet SEP-entryään kontrafaktuaaleista,

https://plato.stanford.edu/entries/counterfactuals/

Käypiä välineitä jossittelun semantiikan analyysiin ja systematisointiin.

#kontrafaktuaali #counterfactuals #semantics #semantiika #logiikka #logic #filosofia #philosophy #causality #jossittelu #whatIf #konditionaali #conditionals #science #explanation #epistemology #metaphysics #kuvittelu #imagination #mind #modality #freeWill #possibleWorlds #sep #revised #linguistics #history #ai

Willow Starr ja Alex Kocurek ovat päivittäneet SEP-entryään kontrafaktuaaleista,

https://plato.stanford.edu/entries/counterfactuals/

Käypiä välineitä jossittelun semantiikan analyysiin ja systematisointiin.

#kontrafaktuaali #counterfactuals #semantics #semantiika #logiikka #logic #filosofia #philosophy #causality #jossittelu #whatIf #konditionaali #conditionals #science #explanation #epistemology #metaphysics #kuvittelu #imagination #mind #modality #freeWill #possibleWorlds #sep #revised #linguistics #history #ai

Willow Starr ja Alex Kocurek ovat päivittäneet SEP-entryään kontrafaktuaaleista,

https://plato.stanford.edu/entries/counterfactuals/

Käypiä välineitä jossittelun semantiikan analyysiin ja systematisointiin.

#kontrafaktuaali #counterfactuals #semantics #semantiika #logiikka #logic #filosofia #philosophy #causality #jossittelu #whatIf #konditionaali #conditionals #science #explanation #epistemology #metaphysics #kuvittelu #imagination #mind #modality #freeWill #possibleWorlds #sep #revised #linguistics #history #ai

Willow Starr ja Alex Kocurek ovat päivittäneet SEP-entryään kontrafaktuaaleista,

https://plato.stanford.edu/entries/counterfactuals/

Käypiä välineitä jossittelun semantiikan analyysiin ja systematisointiin.

#kontrafaktuaali #counterfactuals #semantics #semantiika #logiikka #logic #filosofia #philosophy #causality #jossittelu #whatIf #konditionaali #conditionals #science #explanation #epistemology #metaphysics #kuvittelu #imagination #mind #modality #freeWill #possibleWorlds #sep #revised #linguistics #history #ai

Shadow Cabinet

‘We were “this” close

Hawk's Podcasts
https://youtube.com/shorts/hTom-xewfn8

#etearthmission
http://www.oocities.org/etearthmission/VISION.htm

_Timothy Snyder
https://youtube.com/watch?v=ysCCEuMC6xo&list=PLhZxrogyToZsllfRqQllyuFNbT-ER7TAu&index=4&pp=iAQB

#visionboards #Ritham
#Truth

#counterfactuals #largernows

Shadow Cabinet

‘We were “this” close

Hawk's Podcasts
https://youtube.com/shorts/hTom-xewfn8

#etearthmission
http://www.oocities.org/etearthmission/VISION.htm

_Timothy Snyder
https://youtube.com/watch?v=ysCCEuMC6xo&list=PLhZxrogyToZsllfRqQllyuFNbT-ER7TAu&index=4&pp=iAQB

#visionboards #Ritham
#Truth

#counterfactuals #largernows

Shadow Cabinet

‘We were “this” close

Hawk's Podcasts
https://youtube.com/shorts/hTom-xewfn8

#etearthmission
http://www.oocities.org/etearthmission/VISION.htm

_Timothy Snyder
https://youtube.com/watch?v=ysCCEuMC6xo&list=PLhZxrogyToZsllfRqQllyuFNbT-ER7TAu&index=4&pp=iAQB

#visionboards #Ritham
#Truth

#counterfactuals #largernows

#WilliamDembski - #FineTuning in the #Universe

https://www.youtube.com/watch?v=n4o_aUHoaPs

#Philosophy #Metaphysics #Counterfactual #Counterfactuals #Multiverse #Probability #PhilosophyOfScience #Science #Cosmology #PhilosophyOfCosmology #Design #IntelligentDesign #CreationTheory #God #CloserToTruth #RobertKuhn

#WilliamDembski - #FineTuning in the #Universe

https://www.youtube.com/watch?v=n4o_aUHoaPs

#Philosophy #Metaphysics #Counterfactual #Counterfactuals #Multiverse #Probability #PhilosophyOfScience #Science #Cosmology #PhilosophyOfCosmology #Design #IntelligentDesign #CreationTheory #God #CloserToTruth #RobertKuhn

#WilliamDembski - #FineTuning in the #Universe

https://www.youtube.com/watch?v=n4o_aUHoaPs

#Philosophy #Metaphysics #Counterfactual #Counterfactuals #Multiverse #Probability #PhilosophyOfScience #Science #Cosmology #PhilosophyOfCosmology #Design #IntelligentDesign #CreationTheory #God #CloserToTruth #RobertKuhn

#WilliamDembski - #FineTuning in the #Universe

https://www.youtube.com/watch?v=n4o_aUHoaPs

#Philosophy #Metaphysics #Counterfactual #Counterfactuals #Multiverse #Probability #PhilosophyOfScience #Science #Cosmology #PhilosophyOfCosmology #Design #IntelligentDesign #CreationTheory #God #CloserToTruth #RobertKuhn

#WilliamDembski - #FineTuning in the #Universe

https://www.youtube.com/watch?v=n4o_aUHoaPs

#Philosophy #Metaphysics #Counterfactual #Counterfactuals #Multiverse #Probability #PhilosophyOfScience #Science #Cosmology #PhilosophyOfCosmology #Design #IntelligentDesign #CreationTheory #God #CloserToTruth #RobertKuhn

'Transport-based Counterfactual Models', by Lucas De Lara, Alberto González-Sanz, Nicholas Asher, Laurent Risser, Jean-Michel Loubes.

http://jmlr.org/papers/v25/21-1440.html

#counterfactuals #counterfactual #fairness

In "How To Seem Virtuous Without Being So", Alasdair MacIntyre identifies and explains four key questions any systematic and coherent account of the virtues has to tackle. Here's a video examining what those questions are!

https://youtu.be/pZhTz2i3Egs
#Video #Philosophy #MacIntyre #Ethics #Virtue #Counterfactuals #Reason #Affect #Pleasure #Transfer

"Causal Deep Learning"
Jeroen Berrevoets, Krzysztof Kacprzyk, Zhaozhi Qian, Mihaela van der Schaar

Prof Mihaela van der Schaar just gave a very exciting talk at the #counterfactuals workshop at #icml2023 on her lab's CDL framework dealing explicitly and with concepts from #causality and #machine-learning. Definitely going on my reading list.

https://arxiv.org/abs/2303.02186