| Name : R-EMpeaksR
| |
| Version : 0.3.1
| Vendor : obs://build_opensuse_org/devel:languages:R
|
| Release : 1.12
| Date : 2024-08-05 21:29:16
|
| Group : Development/Libraries/Other
| Source RPM : R-EMpeaksR-0.3.1-1.12.src.rpm
|
| Size : 0.10 MB
| |
| Packager : (none)
| |
| Summary : Conducting the Peak Fitting Based on the EM Algorithm
|
Description :
The peak fitting of spectral data is performed by using the frame work
of EM algorithm. We adapted the EM algorithm for the peak fitting of
spectral data set by considering the weight of the intensity
corresponding to the measurement energy steps (Matsumura, T., Nagamura,
N., Akaho, S., Nagata, K., & Ando, Y. (2019, 2021 and 2023)
< doi:10.1080/14686996.2019.1620123>,
< doi:10.1080/27660400.2021.1899449>
< doi:10.1080/27660400.2022.2159753>. The package efficiently estimates
the parameters of Gaussian mixture model during iterative calculation
between E-step and M-step, and the parameters are converged to a local
optimal solution. This package can support the investigation of peak
shift with two advantages: (1) a large amount of data can be processed
at high speed; and (2) stable and automatic calculation can be easily
performed.
|
RPM found in directory: /packages/linux-pbone/ftp5.gwdg.de/pub/opensuse/repositories/devel:/languages:/R:/autoCRAN/openSUSE_Tumbleweed/x86_64 |
