Results 41 to 50 of about 2,750,597 (335)
Bayesian Linear Regression [PDF]
The paper is concerned with Bayesian analysis under prior-data conflict, i.e. the situation when observed data are rather unexpected under the prior (and the sample size is not large enough to eliminate the influence of the prior).
Augustin, Thomas, Walter, Gero
core +1 more source
Variational Bayesian Sparse Signal Recovery With LSM Prior
This paper presents a new sparse signal recovery algorithm using variational Bayesian inference based on the Laplace approximation. The sparse signal is modeled as the Laplacian scale mixture (LSM) prior.
Shuanghui Zhang+3 more
doaj +1 more source
For the hierarchical Poisson and gamma model, we calculate the Bayes posterior estimator of the parameter of the Poisson distribution under Stein's loss function which penalizes gross overestimation and gross underestimation equally and the corresponding
Ying-Ying Zhang+3 more
semanticscholar +1 more source
Conjugation of siRNA to macromolecules such as serum albumin has multiple potential benefits, including enhanced extravasation via albumin-mediated transcytosis across endothelial cells and reduced renal clearance.
Shannen Lau+4 more
doaj +1 more source
Accessible precisions for estimating two conjugate parameters using Gaussian probes
We analyze the precision limits for a simultaneous estimation of a pair of conjugate parameters in a displacement channel using Gaussian probes. Having a set of squeezed states as an initial resource, we compute the Holevo Cramér-Rao bound to investigate
Syed M. Assad+7 more
doaj +1 more source
Background. Vaccination coverage in patients with rheumatic diseases remains extremely low. Moreover, infections are the leading cause of death in such patients.
Ekaterina I. Alekseeva+11 more
doaj +1 more source
Evidence of Extended Thermo-Stability of Typhoid Polysaccharide Conjugate Vaccines
Typhoid conjugate vaccines (TCV) are effective in preventing enteric fever caused by Salmonella enterica serovar Typhi in Southeast Asia and Africa. To facilitate vaccination with the Vi capsular polysaccharide–tetanus toxoid conjugate vaccine, Typbar ...
Fang Gao+9 more
doaj +1 more source
Bayesian Posterior Contraction Rates for Linear Severely Ill-posed Inverse Problems [PDF]
We consider a class of linear ill-posed inverse problems arising from inversion of a compact operator with singular values which decay exponentially to zero. We adopt a Bayesian approach, assuming a Gaussian prior on the unknown function.
Agapiou, Sergios+2 more
core +3 more sources
Trastuzumab deruxtecan: A quantum leap in HER2-positive breast cancer
Docetaxel, trastuzumab, and pertuzumab, known as THP, is the preferred first-line treatment for HER2-positive advanced breast cancer, and the second-line drug of choice is trastuzumab emtansine.
Manikandan Dhanushkodi
doaj +1 more source
An Efficient Gaussian Filter Based on Gaussian Symmetric Markov Random Field
This article presents a new image denoising algorithm that uses Gaussian Symmetric Markov random fields based on maximum a posteriori estimation. First, an image denoising model based on Gaussian Symmetric Markov random fields is built, and the image ...
Fusong Xiong+3 more
doaj +1 more source