| Name : R-psborrow2
| |
| Version : 0.0.3.4
| Vendor : obs://build_opensuse_org/devel:languages:R
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| Release : lp154.2.1
| Date : 2024-06-07 03:35:11
|
| Group : Development/Libraries/Other
| Source RPM : R-psborrow2-0.0.3.4-lp154.2.1.src.rpm
|
| Size : 3.09 MB
| |
| Packager : https://www_suse_com/
| |
| Summary : Bayesian Dynamic Borrowing Analysis and Simulation
|
Description :
Bayesian dynamic borrowing is an approach to incorporating external
data to supplement a randomized, controlled trial analysis in which
external data are incorporated in a dynamic way (e.g., based on
similarity of outcomes); see Viele 2013 < doi:10.1002/pst.1589> for an
overview. This package implements the hierarchical commensurate prior
approach to dynamic borrowing as described in Hobbes 2011
< doi:10.1111/j.1541-0420.2011.01564.x>. There are three main
functionalities. First, \'psborrow2\' provides a user-friendly interface
for applying dynamic borrowing on the study results handles the Markov
Chain Monte Carlo sampling on behalf of the user. Second, \'psborrow2\'
provides a simulation framework to compare different borrowing
parameters (e.g. full borrowing, no borrowing, dynamic borrowing) and
other trial and borrowing characteristics (e.g. sample size,
covariates) in a unified way. Third, \'psborrow2\' provides a set of
functions to generate data for simulation studies, and also allows the
user to specify their own data generation process. This package is
designed to use the sampling functions from \'cmdstanr\' which can be
installed from < https://mc-stan.org/r-packages/>.
|
RPM found in directory: /packages/linux-pbone/ftp5.gwdg.de/pub/opensuse/repositories/devel:/languages:/R:/autoCRAN/15.4/x86_64 |
