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Bayesien
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50 documents available in our comprehensive collection of Bayesien resources. Find practical guides, tutorials, and documentation to enhance your knowledge.
Bayesian Inference (Pri.pdf)
1.28 MBEN 9 pages
On the use of the BMC to resolve Bayesian inference with nuisance parameters: This paper presents a stochastic approach to marginalize nuisance parameters in...
Bayesian Climate Model (EGU2018-4637.pdf)
32 KBEN 1 page
A Bayesian model is presented for spatio-temporal climate reconstructions of the last deglaciation, using a non-stationary approach that can capture gradual...
Bayesian HW #1 (PSQF7375F2022_HW1.pdf)
43 KBEN 2 pages
install rstan and cmdstanr, run syntax in R file.
Bayesian Classifier Optimality (A1007413511361.pdf)
403 KBEN 28 pages
The simple Bayesian classifier is optimal under zero-one loss even when attributes are not independent given the class, and its true region of optimal...
Inferência Bayesiana (1_298_AC.pdf)
4.3 MBPT 12 pages
Desenvolveu-se um modelo de previsão de atrasos na liberação de componentes por parte de um fornecedor num esquema milk-run utilizando a inferência Bayesiana,...
RJAGS: Bayesian Graphical Models (rjags.pdf)
129 KBEN 19 pages
Interface to the JAGS MCMC library for Bayesian Graphical Models. Depends on R 2.14.0 or later and coda 0.13 or later. Requires JAGS 4.x.y.
nachruf_gerda-boyesen (Nachruf_Gerda-Boyesen.pdf)
12 KBDE 2 pages
Gerda Boyesen, Begründerin der biodynamischen Psychologie und Körperpsychotherapie, starb am 29. Dezember 2005 im Alter von 83 Jahren in London.
Bayesian M/G/1 Queue (s00180-012-0323-3.pdf)
498 KBEN 18 pages
A Bayesian algorithm based on birth-death MCMC methodology is used to estimate system parameters, predictive densities, and performance measures.
Authors’ original file for figure 15 (12874_2011_740_MOESM15_ESM.pdf)
78 KBEN 1 page
Classical Estimate and Bayesian Estimate are listed with numerical values ranging from 0 to 0.7 for each.
Bayesian PET image reconstruction incorporating anato-functional joint entropy (pet_mri_je_tang_isbi08.pdf)
162 KBEN 4 pages
A Bayesian PET image reconstruction method incorporating anato-functional joint entropy is proposed.
Extreme Precipitation Modeling (hess-26-5685-2022.pdf)
1.76 MBEN 11 pages
Researchers introduce a hierarchical Bayesian model to simulate spatial fields of extreme precipitation for regional hydrologic risk analysis, applying it to...
Finnish Loan Stocks Model (BoFER_4_2022.pdf)
18.61 MBEN 25 pages
Researchers propose a Bayesian VAR model to forecast Finnish household loan stocks, designed to work with a larger DSGE model.
Williamson (2001) (FS01-04-021.pdf)
763 KBEN 8 pages
Bayesian networks can be applied to logical reasoning under uncertainty, similar to their use in causal reasoning.
Vorontsov, Konstantin, and Anna Potapenko. 2014. "Tutorial on Probabilistic Topic Modeling: Additive Regularization for Stochast (Voron14aist.pdf)
460 KBEN 18 pages
Konstantin Vorontsov and Anna Potapenko present a tutorial on probabilistic topic modeling, introducing a novel non-Bayesian approach called Additive...
Download (kuklisova-0536061.pdf)
964 KBEN 6 pages
It combines a state-space design and a state estimation using a specific uniform Bayesian filter, which provides disturbance attenuation in the estimated...
download paper (LVinteractions.pdf)
1.38 MBEN 16 pages
Bayesian estimation of single and multilevel models with latent variable interactions is discussed in this article by Tihomir Asparouhov and Bengt Muthén.
Download (1MB) (DetectionBiostat.pdf)
1.12 MBEN 34 pages
Bayesian model choice is proposed for detecting unusual temporal patterns in small area data, using a novel detection method that compares estimates resembling...
Airborne Particles Health Effects (82466964.pdf)
1014 KBEN 9 pages
Researchers analyzed the health effects of exposure to airborne particles with various physical and chemical properties, using a Bayesian approach and...
Multi-Criteria Decision Analysis on Aircraft Stringer Selection (SongPaper.pdf)
143 KBEN 10 pages
The approach involves five MCDA algorithms that account for uncertainty in decision criteria and weights, using probability scoring and Bayesian modeling.
Unsupervised learning of rhetorical structure with un-topic models (C14-1002.pdf)
211 KBEN 12 pages
Researchers propose a Bayesian latent-variable model, BOILERPLATE-LDA, to induce conventional aspects of rhetorical language in scientific writing.
Download PDF (Flairs06-116.pdf)
243 KBEN 6 pages
Researchers present an algorithm for generating large Bayesian networks by tiling smaller, real-world networks, preserving structural and probabilistic...
Download (plajner-0490309.pdf)
482 KBEN 12 pages
The authors propose a generalization of a previously used algorithm for parameter learning of Bayesian Networks under monotonicity conditions, allowing both...
"Structured Probabilistic Reasoning" (ProbabilisticReasoning.pdf)
5.33 MBEN 992 pages
The book covers various topics in probability theory, including discrete probability distributions, probabilistic channels, Bayesian networks, and...
Article (PDF, 3474 KB) (hess-22-957-2018.pdf)
3.39 MBEN 19 pages
A regional-scale ecological risk framework for environmental flow evaluations has been developed, incorporating the relative-risk model and Bayesian belief...
PDF (Whittle et al. - A Vinca potscape.pdf)
14.64 MBEN 60 pages
Researchers constructed formal chronological models for the development of Vinča ceramics in south-east Europe, using over 600 radiocarbon dates and Bayesian...
Probabilistic Multimodal Modeling for Human-Robot Interaction Tasks (p47.pdf)
4.51 MBEN 9 pages
Probabilistic Multimodal Modeling for Human-Robot Interaction Tasks: This work introduces a reformulation of Interaction Primitives, called ensemble Bayesian...
Download (2MB) (NC_a bayesian.pdf)
2.21 MBEN 18 pages
A Bayesian hierarchical model is presented for reconstructing relative sea-level (RSL) change with quantified uncertainty from biological and geochemical...
Intra-Market Linkages (WPS-06-2018.pdf)
293 KBEN 32 pages
This study examines the effects of intra-market linkages in the financial sector on financial inclusion in Kenya, using Bayesian Vector Autoregressive (BVAR)...
3D Printing and Machine Learning for Control of Soft Ionic Polymer-Metal Composite Actuators (CarricoJD_2019_SR.pdf)
2.84 MBEN 17 pages
It demonstrates the creation of custom-shaped, monolithic ionic polymer-metal composite (IPMC) devices with integrated sensors and overcomes dynamic challenges through Bayesian optimization.
http://aura.abdn.ac.uk/bitstream/2164/12232/1/three_generations_under_one_roof_bayesian_modeling_of_radiocarbon_data_from_nunall (three_generations_under_one_roof_bayesian_modeling_of_radiocarbon_data_from_nunalleq_yukonkuskokwim_delta_alaska.pdf)
1.11 MBEN 20 pages
Researchers applied Bayesian modeling to radiocarbon data from the precontact Yup'ik site of Nunalleq in southwestern Alaska, demonstrating the potential for...
BB-statisticien_DEHAENE_2012_2013___COURS (BB-statisticien_DEHAENE_2012_2013___COURS.pdf)
185 KBFR 1 page
CHAIRE DE PSYCHOLOGIE COGNITIVE EXPÉRIMENTALE - Année académique 2012-2013, enseignée par M.
Hypothesis Generation (CBMM-Memo-056-v2.pdf)
733 KBEN 38 pages
Humans' inferences are sometimes close to the Bayesian ideal but often systematically biased, particularly when generating hypotheses rather than evaluating...
Dynamic Risk Assessment (139.pdf)
1.03 MBEN 6 pages
A dynamic approach to fault tree analysis based on Bayesian belief networks is proposed for risk assessment, allowing for the evaluation of a system's state...
Guided-Wave Damage Localization Diagnosis (255.pdf)
122 KBEN 1 page
Diagnosis of guided-wave damage localization is proposed using Complex Hierarchical Sparse Bayesian Learning (CHSBL) to investigate accuracy, with posterior...
EGU2009-3368 (EGU2009-3368.pdf)
108 KBEN 1 page
A fuzzy geostatistical approach combined with Bayesian data fusion is proposed for supervised classification of multi-sensor data, incorporating both spectral...
BIRL (416.pdf)
393 KBEN 6 pages
Bayesian Inverse Reinforcement Learning combines prior knowledge and evidence from an expert's actions to derive a probability distribution over the space of...
Fuzzy Mapping (90363.pdf)
4.18 MBEN 23 pages
Researchers propose a Fuzzy Bayesian Inference approach to map vague and place-based regions, addressing the challenge of determining suitable membership...
Steam Game Popularity (2110.02896.pdf)
2.45 MBEN 15 pages
Researchers used a Bayesian approach to predict the popularity of Steam games based on features such as price, size, supported languages, release date, and...
Two-stage Bayesian GWAS of 9576 individuals identifies SNP regions that are targeted by miRNAs inversely expressed in Alzheimer' (Pathak-2020-Two-stage Bayesian GWAS of 9576 in.pdf)
6.58 MBEN 16 pages
A two-stage Bayesian genome-wide association study (GWAS) of 9576 individuals identified single-nucleotide polymorphism (SNP) regions targeted by microRNAs...
Sea Ice Thickness Monitoring (tc-2022-212-ATC2.pdf)
8.49 MBEN 23 pages
Researchers used deep learning and Bayesian inference to analyze micro-seismicity in sea ice, applying it to high-resolution thickness monitoring, and found...
aykroyd1.pdf (aykroyd1.pdf)
735 KBEN 22 pages
A fully Bayesian approach is used to estimate the shape of objects from tomography data using the method of fundamental solutions (MFS) forward solutions.
pdf file (prospect.pdf)
599 KBEN 22 pages
Prospective life tables depend on forecasting age-specific mortality, with various extrapolative methods available, including the Lee-Carter method, Bayesian...
Mutual Fund Performance (31779.pdf)
2.21 MBEN 56 pages
Mamatzakis and Tsionas (2020) propose a Bayesian dynamic panel model to assess persistence in US mutual funds' performance, addressing errors in variables and...
FY2022 Research Results(PDF 1.81MB) (20230328symposium_10_poster.pdf)
1.77 MBEN 1 page
The Approximate Bayesian Inference Team, led by Mohammad Emtiyaz Khan, aims to develop AI systems that can learn and improve continually throughout their...
Published (POPVOL19P102506.pdf)
1.86 MBEN 11 pages
Researchers applied Bayesian inference to analyze plasma equilibria on the MAST (Mega-Ampere Spherical Tokamak) device, using data from pickup coils, flux...
PDF (Korthals - 2019 - Jointly Trained Variational Autoencoder for Multi-Modal Sensor Fusion.pdf)
4.13 MBEN 8 pages
This work presents a novel multi-modal Variational Autoencoder (M2VAE) approach for sensor fusion, allowing end-to-end training of Bayesian information fusion...
stock_2021-08-23_TL (stock_2021-08-23_TL.pdf)
126 KBEN 7 pages
Petter Mostad
Applied Mathematics and Statistics
Chalmers and GU
MVE550 Stochastic Processes and Bayesian Inference
Re-exam August 23, 2021, 8:30 - 12:30...
RStan Package (rstan.pdf)
330 KBEN 82 pages
R package 'rstan' provides interface to Stan, a probabilistic programming language. It enables Bayesian statistical inference via Markov Chain Monte Carlo and other methods. Version 2.32.7 is available.
Change-Point Detection (EGU2009-10930.pdf)
119 KBEN 1 page
A new multiple change-point detection technique segments time series into subsequences, each containing at most one jump, using Bayesian decision theory and...
Cattle Behaviour Genetics (345-2018-06-01-Selection_signatures_agonistic_bovine.pdf)
692 KBEN 8 pages
Researchers used BayeScan and SelEstim to detect genomic signatures of selection in Lidia cattle, traditionally selected for agonistic behavior, compared to...
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