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Bayesian Learning Model

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

Preview of AI Trauma Search Strategy
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AI Trauma Search Strategy (40779_2023_444_MOESM1_ESM.pdf)

513 KBPeng, HenryEN 39 pages
Artificial intelligence and machine learning are used to predict various problems in hemorrhagic trauma care
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Preview of preprint
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preprint (preprint.pdf)

478 KBEN 11 pages
Researchers propose a machine-learning approach to predict essential genes in fungal genomes, using sequence features that correlate with essentiality, rather
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Preview of Link to PDF
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Link to PDF (ICAS2020_0467_paper.pdf)

540 KBEN 14 pages
Researchers from the Aerospace Systems Design Laboratory developed a supervised anomaly detection model with automatically engineered features for bearing
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Preview of Pricing Conflict Risk: Evidence from Sovereign Bonds
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Pricing Conflict Risk: Evidence from Sovereign Bonds (f184565.pdf)

872 KBEN 63 pages
Sovereign bond markets price violent conflict, with bond prices falling 1.2% two weeks after conflict onset due to increased credit risk.
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Preview of Mutual Fund Performance
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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
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Preview of Supplementary PDF
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Supplementary PDF (wang18f-supp.pdf)

1.21 MBBeilun Wang, Arshdeep Sekhon, Yanjun QiEN 18 pages
The authors propose a fast and scalable joint estimator, JEEK, for integrating additional knowledge in learning multiple related sparse Gaussian graphical
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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
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Preview of Inverse Sensor Mapping for Enhanced Agricultural Perception and Interoperability
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Inverse Sensor Mapping for Enhanced Agricultural Perception and Interoperability (agrob_2017_paper_1.pdf)

6.26 MBEN 6 pages
Agricultural applications of Industry 4.0 require accurate perception of surroundings for efficient processing and risk detection, moving beyond single-sensor approaches towards unified, multi-sensor environmental mapping. This paper explores inverse sensor mapping as a solution...
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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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