Results 31 to 40 of about 997,820 (281)

Reporting Standards for Bayesian Network Modelling

Entropy
Reproducibility is a key measure of the veracity of a modelling result or finding. In other research areas, notably in medicine, reproducibility is supported by mandating the inclusion of an agreed set of details into every research publication ...
Martine J. Barons, Anca M. Hanea, Steven Mascaro, Owen Woodberry   +3 more
doaj   +1 more source

On the Differential Privacy of Bayesian Inference [PDF]

, 2015
We study how to communicate findings of Bayesian inference to third parties, while preserving the strong guarantee of differential privacy. Our main contributions are four different algorithms for private Bayesian inference on proba-bilistic graphical ...
Dimitrakakis, Christos, Rubinstein, Benjamin, Zhang, Zuhe   +2 more
core   +4 more sources

Prior distributions for objective Bayesian analysis [PDF]

, 2018
We provide a review of prior distributions for objective Bayesian analysis. We start by examining some foundational issues and then organize our exposition into priors for: i) estimation or prediction; ii) model selection; iii) highdimensional models ...
Consonni, Guido, Fouskakis, Dimitris, Liseo, Brunero, Ntzoufras, Ioannis   +3 more
core   +1 more source

Bayesian Analysis of Complex Mutations in HBV, HCV, and HIV Studies

Big Data Mining and Analytics, 2019
In this article, we aim to provide a thorough review of the Bayesian-inference-based methods applied to Hepatitis B Virus (HBV), Hepatitis C Virus (HCV), and Human Immunodeficiency Virus (HIV) studies with a focus on the detection of the viral mutations ...
Bing Liu, Shishi Feng, Xuan Guo, Jing Zhang   +3 more
doaj   +1 more source

Bayesian Analysis Reporting Guidelines [PDF]

Nature Human Behaviour, 2021
AbstractPrevious surveys of the literature have shown that reports of statistical analyses often lack important information, causing lack of transparency and failure of reproducibility. Editors and authors agree that guidelines for reporting should be encouraged. This Review presents a set of Bayesian analysis reporting guidelines (BARG).
openaire   +2 more sources

Exact Bayesian Analysis of Mixtures

, 2010
In this paper, we show how a complete and exact Bayesian analysis of a parametric mixture model is possible in some cases when components of the mixture are taken from exponential families and when conjugate priors are used. This restricted set-up allows
Casella, Dempster, Diebolt, Diebolt, Fearnhead, Frühwirth-Schnatter, Jasra, Lee, McLachlan, Mengersen, Robert, Robert, Rota, Stephens   +13 more
core   +3 more sources

Analysing the significance of small conformational changes and low occupancy states in serial crystallographic data

FEBS Open Bio, EarlyView.
This protocol paper outlines methods to establish the success of a time‐resolved serial crystallographic experiment, by means of statistical analysis of timepoint data in reciprocal space and models in real space. We show how to amplify the signal from excited states to visualise structural changes in successful experiments.
Jake Hill, Yelyzaveta Pulnova, Elke De Zitter, Helen M. Ginn, Briony A. Yorke   +4 more
wiley   +1 more source

Beyond conditional averages: Estimating the individual causal effect distribution

Journal of Causal Inference
In recent years, the field of causal inference from observational data has emerged rapidly. The literature has focused on (conditional) average causal effect estimation.
Post Richard A. J., van den Heuvel Edwin R.   +1 more
doaj   +1 more source

Prediction of Fourier Amplitude Spectrum of Ground Motion in Mexico City from Subduction Thrust Earthquakes

Geofísica Internacional
Mexico City, one of the largest cities in the world, experiences frequent, devastating interplate earthquakes that originate on the subduction thrust along the Pacific coast of Mexico more than 250 km away.
Danny Arroyo, Mario Ordaz, Shri K Singh
doaj   +1 more source

Molecular dynamics simulations of positively selected codons in FcγRI reveal novel biochemical binding properties

FEBS Open Bio, EarlyView.
Evolutionary analysis across 32 placental mammals identified positive selection at residues H148 and W149 in the immune receptor FcγR1. Ancestral reconstruction combined with molecular dynamics simulations reveals how these mutations may influence receptor structure and dynamics, providing insight into the evolution of antibody recognition and immune ...
David A. Young, Omar Arias‐Gaguancela, Fiona Gibson, Morgan Grainger, Jodie Score, Amit Nathubhai, Mauricio Cafiero, Lee Richard Machado   +7 more
wiley   +1 more source