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Latest posts tagged with #bayesian on Bluesky

Posts tagged #bayesian

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Webinar: Cartographer of Causality: Mapping Tocqueville’s Thought with AI and Bayesian Networks This webinar explores how AI-assisted knowledge elicitation and Bayesian networks can reconstruct the causal architecture of Tocqueville’s Democracy in America from a single open-ended prompt.

#Bayesian #stats, #AI, and #Tocqueville?! www.bayesia.com/bayesialab/t...

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🎙️ New episode of Learning Bayesian Statistics!

EP 155 with @alex-andorra.bsky.social & Andreas Munk, why Bayesian inference still hasn't broken into everyday use. The barrier isn't the math, it's the mental shift

🔗 lnkd.in/gchb6bqj

#Bayesian #ProbablisticProgramming

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Just hopped off the @posit.co Hangout. 📊

Used Bayesian Inference to "back-calculate" the release of Mambo No. 5 based on name popularity.

Key takeaway: The "Prior" is the ultimate noise filter. Don't just trust the raw signal context (like age-weighting) is what makes the model 🎯

#Bayesian

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Nuclear_Risk.mp4

#MissKittyPolitics #AI #Research
#VIDEO
76 seconds until #nuclear midnight. A short explanation. <8 min. #PRA. #Bayesian. #Game #Theory.

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Calculating_the_probability_of_nuclear_war.m4a

#MissKittyPolitics #AI #Research
76 seconds until midnight. The short explanation. 17+ min. #PRA. #Bayesian. #Game #Theory.

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Seventy_Six_Seconds_to_Midnight.m4a

#MissKittyPolitics #AI #Research
76 seconds until midnight. The long explanation. #PRA. #Bayesian. #Game #Theory.

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SFM is joint work with Maximilian Göbel and tackles a problem every football club faces: how do you measure a player's true skill when raw stats are tangled up with team effects?
Inspired by financial asset pricing, we built a #Bayesian model that separates a player's intrinsic scoring ability...

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Как я взломал «исходный код» Вселенной на MacBook Pro и закрыл 90% экзопланет для жизни Пока теоретики десятилети...

#Экзопланеты #JWST #Астробиология #Bayesian #Inference #MCMC #белые #карлики #Фундаментальные #константы #Open

Origin | Interest | Match

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💥 Bayesian spatiotemporal modelling of political violence and conflict events using discrete-time Hawkes processes

Raiha Browning et al #ConflictData #Bayesian

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Tired of AI confidently making bad analytical decisions?

Meet Decision Lab, our new open-source harness for #agentic data science. It explores multiple analysis paths, uses #Bayesian diagnostics as feedback, and stops when assumptions fail.

🧩Github: dub.link/wKpAWNi

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Are Bayesian Statistics Coming to a Clinical Trial Near You? What physicians should know about FDA's new proposed guidance

"The things that get reported tend to be overestimates." -- Andrew Gelman, PhD, of @columbiauniversity.bsky.social, discussing standard clinical trial statistics and #Bayesian methods.
www.medpagetoday.com/washington-w...

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Maxwell's daemon, the Turing machine, and Jaynes' robot A review of Jaynes' posthumous book "Probability Theory--The Logic of Science." I use scientific and personality elements gathered from other papers by Jaynes to help throw light on the origins of Jay...

Tommaso Toffoli
Maxwell's daemon, the Turing machine, and Jaynes' robot
2004

#bookreview #logic #science #probability #probabilitytheory #bayesian #inference #reasoning #maxent #philosophy #updateyourpriors

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Enhanced Bayesian Spline Regression Approach for Modelling Trends in Infections Caused by Pathogens Commonly Transmitted Through Food This study presents an enhanced Bayesian model that addresses key challenges by treating year as a continuous variable, incorporating an interaction between year and site, and applying splines to more...

This study shows an advanced #Bayesian model that accounts for site-specific trends & applies splines to capture non-linear trends, offering a more precise & flexible framework for #LongitudinalAnalysis that strengthens inference & illuminates #TemporalDynamics.

#OpenAccess: tinyurl.com/2b7nfqna

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A puzzle of proportions: Two popular Bayesian tests can yield dramatically different conclusions Testing the equality of two proportions is a common procedure in science, especially in medicine and public health. In these domains, it is crucial to be able to quantify evidence for the absence of ...

#statstab #514 A puzzle of proportions

Thoughts: "Two popular Bayesian tests can yield dramatically different conclusions"
Model specification is important.

#bayesian #bayes #bayesfactor #nulleffects #proportions

doi.org/10.1002/sim....

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Bayesian Causal Inference at Scale Thomas Pinder discusses Bayesian causal inference and Gaussian processes. Explore synthetic control and diff-in-diff for industry

New Episode Alert!
🎙️ Scaling #BayesianCausalInference with Thomas Pinder, Netflix & creator of GPJax

Essential listening for anyone working at the frontier of Bayes, Experimentation & Causal Inference 📈
🔗 learnbayesstats.com/episode/154-...

#Bayesian #JAX #MachineLearning #CausalInference #GPJax

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ABC - Always Be Coding

#Bayesian #Anthropology

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Original post on hachyderm.io

"Five skills. Each one is counter-cyclical (becomes more valuable as hype recedes), resistant to LLM automation (requires human judgment that pattern-matching can’t replicate), and directly tied to the business outcomes executives actually pay for."
by Kaushik Rajan […]

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Original post on webpronews.com

The Universe Doesn’t Care About Our Spreadsheets: Why the Search for Extraterrestrial Intelligence Is Stuck in a Statistical Fog A new book applies Bayesian statistics to the search for extraterr...

#SpaceRevolution #Astrobiology #Bayesian #statistics #Drake […]

[Original post on webpronews.com]

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Is it "Data Science" if the most critical step—the generative model—relies on intuition and domain feel? Or are we just high-tech artists painting with numbers? 🖌️

What do you think? Is the "Art" of modeling being overlooked?

#DataScience #Bioinformatics #Bayesian #Modeling #CompBio [5/5]

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Effective sample size | Statistical Modeling, Causal Inference, and Social Science

#statstab #509 Effective sample size

Thoughts: ESS often reported for bayesian models, but is it really understood?

#brms #rstats #r #bayesian #ess #diagnostics

statmodeling.stat.columbia.edu/2025/11/27/e...

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Enterprise hits and misses - Bayesian uncertainty makes for better AI, tokenomics gets demystified, and Meta's AI Avocado isn't ripe yet This week - Oracle earnings punch back on the SaaS-is-dead narrative, but Adobe's CEO departure shows that market upheaval isn't to trifle with. Can Bayesian AI change industries like healthcare? Meta...

Enterprise hits and misses - #Bayesian uncertainty makes for better #AI, tokenomics gets demystified, and #Meta's AI Avocado isn't ripe yet diginomica.com/enterprise-h... by @jon.diginomica.com. #EnSW

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We remember about folks inspiring and motivating us! #bsvars #bayesian #macroeconometrics

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Objective Bayesian Analysis | Online Seminar | Statistical Horizons This online Distinguished Speaker course by James Berger, Ph.D., examines the conflict between Objective Bayesian Analysis and Classical Statistics.

On April 14, Distinguished Speaker James Berger explores the history of objective #Bayesian and classical statistics, the p-value controversy, and multiplicity in “Objective Bayesian Analysis: History and Interfaces with Classical Statistics.”

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Measurement as Signal Propagation on Communication Bundles The goal of this note is to describe a general framework for modeling measurement across a range of contexts. Applications include both physical systems and distributed inference paradigms.

#inference #bayesian #bundle #physics #topology #communication #mathematics

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Uncertainty-Aware Surrogate-based Amortized Bayesian Inference for Computationally Expensive Models

Stefania Scheurer, Philipp Reiser, Tim Brünnette et al.

Action editor: Manuel Haussmann

https://openreview.net/forum?id=aVSoQXbfy1

#surrogate #bayesian #mcmc

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From uncertainty to insight. EcoTwin shows how Bayesian networks can support both probabilistic and causal analysis in marine systems.

ecotwinproject.eu/post/bayesia...

#EcoTwin #Bayesian #OceanPolicy #EBFM #HorizonEurope

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#MissKitty #BayesianBitch her newest #hashtag! 😹😹😹
She is getting her #Bayesian on‼️
It's actually how I think. I live in ambiguity. Is there anything else? 😹😹😹👊🏻🔦🎤💃🏻
Bayesian methodology is a statistical approach that uses Bayes' theorem to update the probability of a hypothesis as

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New research proposes debugging #Bayesian inference while it runs, not after. A methodology for live MCMC diagnostics: R-hat, ESS, and trace plots updating in real time instead of post-hoc.

Join our webinar on Mar 25, 11 AM ET.
👉 dub.link/Bwr7kT3

#PyMC #MCMC #DataScience

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Bayesian statistics is not named after Joan Baez.

#mathematics #statistics #bayesian #joanbaez

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Enhanced Bayesian Spline Regression Approach for Modelling Trends in Infections Caused by Pathogens Commonly Transmitted Through Food This study presents an enhanced Bayesian model that addresses key challenges by treating year as a continuous variable, incorporating an interaction between year and site, and applying splines to more...

This study introduces an enhanced #Bayesian FoodNet model effectively reducing biases, accounting for site-specific trends, & capturing uncertainty & by publishing a pipeline for implementation, FoodNet data become accessible for #PublicHealth.

#OpenAccess: zoonoses-journal.org/index.php/20...

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