Phoong, Seuk Yen and Khek, Shi Ling and Phoong, Seuk Wai (2022) The Bibliometric Analysis on Finite Mixture Model. SAGE Open, 12 (2). ISSN 2158-2440, DOI https://doi.org/10.1177/21582440221101039.
Full text not available from this repository.Abstract
A finite mixture model is well-known in statistics due to its versatility and is being actively researched. This paper reviews finite mixture model literature via bibliometric analysis, focusing on the trend and link between finite mixture model studies. The bibliometric analysis consists of four main phases; formulating research questions, locating research, research selection, evaluation, and analyzing and synthesizing selected papers. There are 667 journal articles extracted from the Web of Science (WoS) database from publications within 1988 to 2020. The Biblioshiny with R packages and VOSViewer were used as analytical tools. The findings show that there is an increasing trend of annual publication on the finite mixture model study. The results also outline key journals and the highest cited articles. Network analysis was also conducted and explored in scientific cooperation in the finite mixture model study. This study proposed a research agenda in the finite mixture model by identifying its current state and population trends.
| Item Type: | Article |
|---|---|
| Funders: | Ministry of Education of Malaysia [Grant No:FRGS/1/2019/STG06/UPSI/02/2] |
| Uncontrolled Keywords: | Bibliometric Analysis; Finite Mixture Model; Mixture Model; Three-field Plot |
| Subjects: | H Social Sciences > H Social Sciences (General) |
| Divisions: | Faculty of Business and Economics |
| Depositing User: | Ms. Juhaida Abd Rahim |
| Date Deposited: | 09 Oct 2023 03:48 |
| Last Modified: | 09 Oct 2023 03:48 |
| URI: | http://eprints.um.edu.my/id/eprint/42308 |
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