Challenges and opportunities for Bayesian statistics in proteomics by Crook, OM, Chung, C-w, Deane, CM

“…These probability distributions enable scientists to ask complex questions of their proteomics data. Bayesian statistics also offers a modular framework for data analysis by making dependencies between data and parameters explicit. …”

Modeling Intrinsically Disordered Proteins with Bayesian Statistics by Fisher, Charles K., Huang, Austin, Stultz, Collin M.

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Bayesian statistical learning for big data biology by Yau, C, Campbell, K

“…Bayesian statistical learning provides a coherent probabilistic framework for modelling uncertainty in systems. …”

Piecewise-deterministic Markov chain Monte Carlo by Vanetti, P

Subjects: “…Bayesian statistics…”

Quantifying uncertainty in computational neuroscience with Bayesian statistical inference by Cronin, Beau D

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Bayesian statistical ionospheric tomography improved by incorporating ionosonde measurements by Norberg, Johannes, Virtanen, Ilkka I., Roininen, Lassi, Vierinen, Juha, Orispää, Mikko, Kauristie, Kirsti, Lehtinen, Markku S.

“…Our tomography method is based on Bayesian statistical inversion with prior distribution given by its mean and covariance. …”
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Parameter and state model reduction for Bayesian statistical inverse problems by Lieberman, Chad Eric

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Bayesian statistical inference of loglogistic model with interval-censored lifetime data by Guure, Chris Bambey, Ibrahim, Noor Akma, Dwomoh, Duah, Bosomprah, Samuel

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A Bayesian statistical analysis of behavioral facilitation associated with deep brain stimulation by Smith, Anne C., Shah, Sudhin A., Hudson, Andrew E., Purpura, Keith P., Victor, Jonathan D., Brown, Emery N., Schiff, Nicholas D.

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A Bayesian statistical analysis of human T-cell lymphotropic virus evolutionary rates by Lemey, P, Pybus, O, Dooren, S, Vandamme, A

“…In the second part, we develop a Bayesian statistical model to combine and compare the anthropology-based estimates of evolutionary rate with a rate recently calculated using pedigree data from vertically HTLV-infected families. …”

Distances between nested densities and a measure of the impact of the prior in Bayesian statistics by Ley, C, Reinert, G, Swan, Y

Distances between nested densities and a measure of the impact of the prior in Bayesian statistics by Ley, C, Reinert, G, Swan, Y

“…Our main application is in Bayesian statistics : we derive explicit data-driven bounds on the Wasserstein distance between the posterior distribution based on a given prior and the no-prior posterior based uniquely on the sampling distribution. …”

Weighting protein ensembles with Bayesian statistics and small-angle X-ray scattering data by Schmidt, Molly A

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Generating driver prioritization for Jabatan Perkhidmatan Awam (JPA) – Malaysia Foresight Institute (MFI) collaboration scenario building workshop using Bayesian technique / Wan Nu... by Wan Rahmat Asmadi, Wan Nur Zhulianna

Subjects: “…Bayesian statistics…”
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Bayesian analysis of reduced form systems by Ando, Albert., Kaufman, G. M.

Subjects: “…Bayesian statistical decision theory.…”
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Multinormal Bayesian analysis; two examples. by Martin, J. J.

Subjects: “…Bayesian statistical decision theory.…”
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The utilization of information sources during R & D proposal preparation. by Allen, Thomas J.

Subjects: “…Bayesian statistical decision theory.…”
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Selang Peramalan Bayesan untuk Data Masa Hayat Pareto di Bawah Penapisan Jenis II by Supandi, Epha Diana

Subjects: “…Bayesian statistical decision theory…”
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Hierarchical Bayesian Spatial Models for Disease Mortality Rates by Mohamed Elobaid, Rafida

Subjects: “…Bayesian statistical decision theory…”
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A hybrid method of feature extraction and Naive Bayes classification for splitting identifiers by Alanee, Nahla

Subjects: “…Bayesian statistical decision theory…”
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