| Name : R-drglm
| |
| Version : 1.1
| Vendor : obs://build_opensuse_org/devel:languages:R
|
| Release : lp156.1.1
| Date : 2024-07-31 09:30:53
|
| Group : Development/Libraries/Other
| Source RPM : R-drglm-1.1-lp156.1.1.src.rpm
|
| Size : 0.12 MB
| |
| Packager : https://www_suse_com/
| |
| Summary : Fitting Linear and Generalized Linear Models in \"Divide and Recombine\" Approach to Large Data Sets
|
Description :
To overcome the memory limitations for fitting linear (LM) and
Generalized Linear Models (GLMs) to large data sets, this package
implements the Divide and Recombine (D&R) strategy. It basically
divides the entire large data set into suitable subsets manageable in
size and then fits model to each subset. Finally, results from each
subset are aggregated to obtain the final estimate. This package also
supports fitting GLMs to data sets that cannot fit into memory and
provides methods for fitting GLMs under linear regression, binomial
regression, Poisson regression, and multinomial logistic regression
settings. Respective models are fitted using different D&R strategies
as described by: Xi, Lin, and Chen (2009) < doi:10.1109/TKDE.2008.186>,
Xi, Lin and Chen (2006) < doi:10.1109/TKDE.2006.196>, Zuo and Li (2018)
< doi:10.4236/ojs.2018.81003>, Karim, M.R., Islam, M.A. (2019)
< doi:10.1007/978-981-13-9776-9>.
|
RPM found in directory: /packages/linux-pbone/ftp5.gwdg.de/pub/opensuse/repositories/devel:/languages:/R:/autoCRAN/15.6/x86_64 |
