#causal — Public Fediverse posts
Live and recent posts from across the Fediverse tagged #causal, aggregated by home.social.
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The estimand framework, formalized in ICH E9(R1) regulatory guidance, provides a structured approach to define scientific objectives with precision. We apply the estimand framework to dose–exposure–response analyses. ... strategy to improve exposure–response analyses for dose selection, particularly when the relevant evidence includes data from multiple studies.
#estimand #exposure-response #dose-response #causal #pharmacometrics #pmx
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The estimand framework, formalized in ICH E9(R1) regulatory guidance, provides a structured approach to define scientific objectives with precision. We apply the estimand framework to dose–exposure–response analyses. ... strategy to improve exposure–response analyses for dose selection, particularly when the relevant evidence includes data from multiple studies.
#estimand #exposure-response #dose-response #causal #pharmacometrics #pmx
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The estimand framework, formalized in ICH E9(R1) regulatory guidance, provides a structured approach to define scientific objectives with precision. We apply the estimand framework to dose–exposure–response analyses. ... strategy to improve exposure–response analyses for dose selection, particularly when the relevant evidence includes data from multiple studies.
#estimand #exposure-response #dose-response #causal #pharmacometrics #pmx
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The estimand framework, formalized in ICH E9(R1) regulatory guidance, provides a structured approach to define scientific objectives with precision. We apply the estimand framework to dose–exposure–response analyses. ... strategy to improve exposure–response analyses for dose selection, particularly when the relevant evidence includes data from multiple studies.
#estimand #exposure-response #dose-response #causal #pharmacometrics #pmx
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The estimand framework, formalized in ICH E9(R1) regulatory guidance, provides a structured approach to define scientific objectives with precision. We apply the estimand framework to dose–exposure–response analyses. ... strategy to improve exposure–response analyses for dose selection, particularly when the relevant evidence includes data from multiple studies.
#estimand #exposure-response #dose-response #causal #pharmacometrics #pmx
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Determinants and causal effects of admission to selective private colleges [pdf]
https://www.nber.org/system/files/working_papers/w31492/w31492.pdf
#HackerNews #Determinants #causal #effects #selective #private #colleges #education #research
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Determinants and causal effects of admission to selective private colleges [pdf]
https://www.nber.org/system/files/working_papers/w31492/w31492.pdf
#HackerNews #Determinants #causal #effects #selective #private #colleges #education #research
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Determinants and causal effects of admission to selective private colleges [pdf]
https://www.nber.org/system/files/working_papers/w31492/w31492.pdf
#HackerNews #Determinants #causal #effects #selective #private #colleges #education #research
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Determinants and causal effects of admission to selective private colleges [pdf]
https://www.nber.org/system/files/working_papers/w31492/w31492.pdf
#HackerNews #Determinants #causal #effects #selective #private #colleges #education #research
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Determinants and causal effects of admission to selective private colleges [pdf]
https://www.nber.org/system/files/working_papers/w31492/w31492.pdf
#HackerNews #Determinants #causal #effects #selective #private #colleges #education #research
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While the URI points to a Wired article entitled to be about the #Metaverse the article is actually about #industrial, #manufacturing and #robotics use of #DigitalTwins — that term is used frequently throughout the article. While LLM/GPT style #generative technology is mentioned, imagine, as you read the article, #causal methods for multi-modal, multiple model composable, causal digital twins
https://www.wired.com/story/the-metaverse-is-here-and-its-industrial/
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We need to explore how these distributed #microgrids can act as sensor analytics ecosystems #SensAE for the improvement of the local and global environments. As #TeleInterActive Microgrids they can island, support neighbors and supplement regional grids. One way to do this will be through connected #composable #causal #DigitalTwins communicating, adding context and collaborating to bring resilience from the local to the regional level
3/3
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'Instrumental Variable Value Iteration for Causal Offline Reinforcement Learning', by Luofeng Liao, Zuyue Fu, Zhuoran Yang, Yixin Wang, Dingli Ma, Mladen Kolar, Zhaoran Wang.
http://jmlr.org/papers/v25/22-0965.html
#reinforcement #unobserved #causal -
We moved to #Sustainability with Shyam Varan Nath discussing the use of #IoT #DigitalTwins for optimizing the use of #renewableEnergy especially wind turbines, in #SmartRegion sensor analytics ecosystems #SensAE The discussion also considered #Causal Digital Twins, the use of #TeleInterActive #Microgrids and the dependencies of sustainability and #Security in urban settings #InternetOfThings #IoTday #IoTday2024 #AIIoTforGood #Tech4Good 7/16
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@elduvelle @NicoleCRust @vineettiruvadi
Here's a great quote for you to ponder when you have time, from Alicia Juarrero's new book #ContextChangesEverything:
"according to #reductionism, our intuition that mental processes such as intentions and beliefs have powers to actively bring about meaningful, purposive actions is illusory. Thoughts, feelings, and intentions derive their powers and properties from biology; biology from those of chemistry; chemistry from physics. Properties that appear unique to biological organisms (such as being alive) or human beings (such as symbolic language) can, in principle, be inferred from chemical processes that constitute them. #Causal powers that seem to issue from those higher-level properties can be derived from physical properties, at least in principle. It is not quite “turtles all the way down,” however. The turtle at the bottom (at the level of elementary physics) is special. The primary properties of a-toms, reality’s constituents (read now quarks and electrons), are the real and most simple stuff that does the causal work and provides #explanatory power. Ultimate causes reside in and issue from there. Meaning and purpose are impotent.
Such is the dream of a #theoryofeverything , the promise of an equation that spells out the lawful correlations among microdetails and from which everything else can be derived and precisely predicted."