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Bayesian Modeling

List of ebooks and manuals about Bayesian Modeling

16 documents available in our comprehensive collection of Bayesian Modeling resources. Find practical guides, tutorials, and documentation to enhance your knowledge.

Preview of Vorontsov, Konstantin, and Anna Potapenko. 2014. "Tutorial on Probabilistic Topic Modeling: Additive Regularization for Stochast
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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
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Preview of Probabilistic Multimodal Modeling for Human-Robot Interaction Tasks
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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
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Preview of Multi-Criteria Decision Analysis on Aircraft Stringer Selection
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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
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Preview of http://aura.abdn.ac.uk/bitstream/2164/12232/1/three_generations_under_one_roof_bayesian_modeling_of_radiocarbon_data_from_nunall
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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
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Preview of RStan Package
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RStan Package (rstan.pdf)

330 KBJiqiang Guo; Jonah Gabry; Ben Goodrich; Andrew Johnson; Sebastian Weber; Hamada S. BadrEN 82 pages
It enables Bayesian statistical inference via Markov Chain Monte Carlo and other methods
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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
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Preview of Télécharger le fichier
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Télécharger le fichier (iclr-paper.pdf)

1.16 MBMandar Chandorkar, Cyril Furtlehner, Bala Poduval, Enrico Camporeale, Michèle SebagEN 21 pages
The goal is to predict the near-Earth solar wind speed based on estimates of the Sun's coronal magnetic field.
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Preview of PDF
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PDF (Whittle et al. - A Vinca potscape.pdf)

14.64 MBNexEN 60 pages
Researchers constructed formal chronological models for the development of Vinča ceramics in south-east Europe, using over 600 radiocarbon dates and Bayesian
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Preview of aykroyd1.pdf
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aykroyd1.pdf (aykroyd1.pdf)

735 KBAykroyd, RG, Lesnic, DL and Karageorghis, AEN 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
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Preview of Article (PDF, 3474 KB)
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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
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Preview of Bird Population Declines
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Bird Population Declines (Stevens_et_al_2023_eco_correlates_OrnApp.pdf)

1.43 MBKeerthika REN 35 pages
Species declines and extinctions characterize the Anthropocene, and determining species vulnerability to decline is crucial for effective conservation.
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Preview of 3D Printing and Machine Learning for Control of Soft Ionic Polymer-Metal Composite Actuators
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3D Printing and Machine Learning for Control of Soft Ionic Polymer-Metal Composite Actuators (CarricoJD_2019_SR.pdf)

2.84 MBJames D. CarricoEN 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
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Preview of Segment-Based Acoustic Models with Multi-level Search Algorithms for Continuous Speech Recognition
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Segment-Based Acoustic Models with Multi-level Search Algorithms for Continuous Speech Recognition (H92-1100.pdf)

92 KBMarl Ostendorf; J. Robin RohlicekEN 1 page
Ostendorf and Rohlicek (Boston U, BBN) aim to enhance speaker-independent continuous speech recognition via stochastic, segment-based acoustic models and efficient, multi-level search algorithms, funded by DARPA and NSF.
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Preview of Regression for Correlated Data
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Regression for Correlated Data (2019_WIN_BIOST_571_SzpiroA.pdf)

142 KBEN 4 pages
Stat/Biost 571 covers analysis of correlated outcomes, extending regression methods for independent outcomes. It builds on Stat/Biost 570 and earlier courses, focusing on techniques when independence does not hold. Emphasis is on application and implementation.
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Preview of RJAGS: Bayesian Graphical Models
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RJAGS: Bayesian Graphical Models (rjags.pdf)

129 KBMartyn PlummerEN 19 pages
Interface to the JAGS MCMC library for Bayesian Graphical Models
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Preview of Loss as Model Inconsistency
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Loss as Model Inconsistency (richardson22b.pdf)

717 KBEN 30 pages
Richardson argues that loss function choice in probabilistic dependency graphs (PDGs) should align with the model, not personal preference. He shows that many standard loss functions and statistical divergences can be derived from PDG inconsistency, offering intuitive visual...
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You can download PDF versions of the user's guide, manuals and ebooks about Bayesian Modeling, you can also find and download for free A free online manual (notices) with beginner and intermediate resources.