| Name : R-baldur
| |
| Version : 0.0.3
| Vendor : obs://build_opensuse_org/devel:languages:R
|
| Release : lp155.3.1
| Date : 2024-09-18 04:42:09
|
| Group : Development/Libraries/Other
| Source RPM : R-baldur-0.0.3-lp155.3.1.src.rpm
|
| Size : 5.12 MB
| |
| Packager : https://www_suse_com/
| |
| Summary : Bayesian Hierarchical Modeling for Label-Free Proteomics
|
Description :
Statistical decision in proteomics data using a hierarchical Bayesian
model. There are two regression models for describing the mean-variance
trend, a gamma regression or a latent gamma mixture regression. The
regression model is then used as an Empirical Bayes estimator for the
prior on the variance in a peptide. Further, it assumes that each
measurement has an uncertainty (increased variance) associated with it
that is also inferred. Finally, it tries to estimate the posterior
distribution (by Hamiltonian Monte Carlo) for the differences in means
for each peptide in the data. Once the posterior is inferred, it
integrates the tails to estimate the probability of error from which a
statistical decision can be made. See Berg and Popescu for details
(< doi:10.1101/2023.05.11.540411>).
|
RPM found in directory: /packages/linux-pbone/ftp5.gwdg.de/pub/opensuse/repositories/devel:/languages:/R:/autoCRAN/15.5/x86_64 |
