Name
Title | ||
|---|---|---|
DA 1.0: parameter estimation of biological pathways using data assimilation approach. |
Abstract | ||
|---|---|---|
Data assimilation (DA) is a computational approach that estimates unknown parameters in a pathway model using time-course information. Particle filtering, the underlying method used, is a well-established statistical method that approximates the joint posterior distributions of parameters by using sequentially generated Monte Carlo samples. In this article, we report the release of Java-based software (DA 1.0) with an intuitive and user-friendly interface to allow users to carry out parameters estimation using DA. |
Year | DOI | Venue |
|---|---|---|
2010 | 10.1093/bioinformatics/btq276 | BIOINFORMATICS |
Keywords | DocType | Volume |
parameter estimation,data assimilation | Journal | 26 |
Issue | ISSN | Citations |
14 | 1367-4803 | 7 |
PageRank | References | Authors |
0.58 | 1 | 5 |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Chuan Hock Koh | 1 | 63 | 4.45 |
| Masao Nagasaki | 2 | 368 | 26.22 |
| Ayumu Saito | 3 | 107 | 7.23 |
| Limsoon Wong | 4 | 3628 | 638.37 |
| Satoru Miyano | 5 | 2406 | 250.71 |