Results 11 to 20 of about 436,673 (317)

Using SPM 12’s Second-Level Bayesian Inference Procedure for fMRI Analysis: Practical Guidelines for End Users

open access: yesFrontiers in Neuroinformatics, 2018
Recent debates about the conventional traditional threshold used in the fields of neuroscience and psychology, namely P < 0.05, have spurred researchers to consider alternative ways to analyze fMRI data.
Hyemin Han, Joonsuk Park
doaj   +1 more source

Interrelations between productive, vegetative, and fruit quality traits in Tahiti acid lime through Bayesian inference

open access: yesCiência Rural, 2021
: Although the fruit yield has a core importance in Tahiti acid lime breeding programs, other traits stand out among the quality fruit and vegetative traits as ones that still need to be improved in selection of superior genotypes.
Renan Garcia Malikouski   +6 more
doaj   +1 more source

Expectation propagation for large scale Bayesian inference of non-linear molecular networks from perturbation data. [PDF]

open access: yesPLoS ONE, 2017
Inferring the structure of molecular networks from time series protein or gene expression data provides valuable information about the complex biological processes of the cell.
Zahra Narimani   +4 more
doaj   +1 more source

From Bayesian Inference to Logical Bayesian Inference [PDF]

open access: yes, 2018
Bayesian Inference (BI) uses the Bayes’ posterior whereas Logical Bayesian Inference (LBI) uses the truth function or membership function as the inference tool. LBI is proposed because BI is not compatible with the classical Bayes’ prediction and does not use logical probability and hence cannot express semantic meaning. In LBI, statistical probability
openaire   +3 more sources

Efficient Bayesian hierarchical functional data analysis with basis function approximations using Gaussian-Wishart processes [PDF]

open access: yes, 2016
Functional data are defined as realizations of random functions (mostly smooth functions) varying over a continuum, which are usually collected with measurement errors on discretized grids.
Bonferroni C. E.   +8 more
core   +1 more source

Bayesian statistical inference

open access: yesStatistica, 2017
This work was translated into English and published in the volume: Bruno De Finetti, Induction and Probability, Biblioteca di Statistica, eds. P. Monari, D.
Bruno De Finetti
doaj   +1 more source

Lévy Walk in Swarm Models Based on Bayesian and Inverse Bayesian Inference

open access: yesComputational and Structural Biotechnology Journal, 2021
While swarming behavior is regarded as a critical phenomenon in phase transition and frequently shows the properties of a critical state such as Lévy walk, a general mechanism to explain the critical property in swarming behavior has not yet been found ...
Yukio-Pegio Gunji   +5 more
doaj   +1 more source

Bayesian Inference for Acoustic Direction of Arrival Analysis Using Spherical Harmonics

open access: yesEntropy, 2019
This work applies two levels of inference within a Bayesian framework to accomplish estimation of the directions of arrivals (DoAs) of sound sources. The sensing modality is a spherical microphone array based on spherical harmonics beamforming.
Ning Xiang, Christopher Landschoot
doaj   +1 more source

The material-weight illusion is a Bayes-optimal percept under competing density priors [PDF]

open access: yesPeerJ, 2018
The material-weight illusion (MWI) is one example in a class of weight perception illusions that seem to defy principled explanation. In this illusion, when an observer lifts two objects of the same size and mass, but that appear to be made of different ...
Megan A.K. Peters   +2 more
doaj   +2 more sources

Bayesian inference for dynamical systems

open access: yesInfectious Disease Modelling, 2020
Bayesian inference is a common method for conducting parameter estimation for dynamical systems. Despite the prevalent use of Bayesian inference for performing parameter estimation for dynamical systems, there is a need for a formalized and detailed ...
Weston C. Roda
doaj   +1 more source

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