bayesvl ○ BMF analytics

Map of bayesvl BMF analytics users’ connections as of June 20, 2025.

💻Package bayesvl (v1.0.0 CRAN 2025): 27,876 downloads 🎓This R package has enabled 150+ authors to succeed in publishing 80+ peer-reviewed publications. They come from 180 universities & institutions, based in 21 countries. (Datasciencemeta; 24/5/2019-22/10/2025)

- Monthly data available for Jul-2021 to Sept-2025 (Data source: RDocumentation; 2/10/2025)

* General:

- The bayesvl R package is a statistical software package development project initiated and implemented by Quan-Hoang Vuong and Viet-Phuong La. Its Github repository is <https://github.com/sshpa/bayesvl>. The computing software v0.8.5 was published on CRAN on May 24, 2019, and v1.0.0 on May 19, 2025. Its main uses are to provide researchers tools for building Bayesian networks, performing MCMC, and computing Bayesian statistics.
- Sơ bộ về bayesvl & BMF: Phát triển, ứng dụng, và hỗ trợ. http://books.google.com/books/about?id=31BlEQAAQBAJ (PP)

* Update:

2025/5/23: Peer-mentoring (BMF Slides at Korea University)
2025/5/17: Package bayesvl version 1.0.0 on CRAN.
Vuong QH, La VP. (2025). Package ‘bayesvl’ version 1.0.0. https://books.google.com/books/about?id=znleEQAAQBAJ
2025: Xây dựng nghiên cứu khoa học liên ngành qua ví dụ quản trị mục tiêu lớn (PP)
2024/8/9: Khoa học & Công nghệ (Công Thường). “Xuất khẩu” BMF sang châu Phi qua “ngả đường” Indonesia. https://vjst.vn/vn/tin-tuc/10145/xuat-khau-bmf-sang-chau-phi-qua-nga-duong-indonesia.aspx (pdf)
2024/6/27: KH&PT (Minh Hoàng & Công Thường). Chương trình máy tính Bayesvl và liên tưởng tới “OCOP” trong nghiên cứu. https://vjst.vn/vn/tin-tuc/9804/chuong-trinh-may-tinh-bayesvl-va-lien-tuong-toi-ocop-trong-nghien-cuu.aspx (pdf)
2024/4/28: Nhìn lại 5 năm phát triển chương trình phân tích thống kê Bayes của người Việt. https://kinhtevadubao.vn/nhin-lai-5-nam-phat-trien-chuong-trinh-phan-tich-thong-ke-bayes-cua-nguoi-viet-28667.html (PP)(pdf)
2024/2/5: Nhóm nhà khoa học Việt phát triển Cổng thông tin hỗ trợ đào tạo nghiên cứu (PP)
2024/5/31: KT&DB (DTM Phượng) Hành trình một năm kỳ lạ của tôi với bayesvl và BMF. https://kinhtevadubao.vn/hanh-trinh-mot-nam-ky-la-cua-toi-voi-bayesvl-va-bmf-28879.html (pdf)
2024/2/2: Nâng cao nội lực nghiên cứu của Việt Nam bằng lý thuyết và phương pháp luận khoa học của người Việt. https://kinhtevadubao.vn/nang-cao-noi-luc-nghien-cuu-cua-viet-nam-bang-ly-thuyet-va-phuong-phap-luan-khoa-hoc-cua-nguoi-viet-28151.html (PP)
2024/1/21: Sách lý thuyết và phương pháp luận khoa học của người Việt được lưu trữ trong thư viện Đại học Harvard. https://vjst.vn/vn/tin-tuc/8895/sach-ly-thuyet-va-phuong-phap-luan-khoa-hoc-cua-nguoi-viet-duoc-luu-tru-trong-thu-vien-dai-hoc-harvard.aspx (PP)
2023/11/4: Sinh hoạt khoa học VIASM HANU mang BMF Analytics đến với KHXH&NV. https://kinhtevadubao.vn/sinh-hoat-khoa-hoc-viasm-hanu-mang-bmf-analytics-den-voi-khxhnv-27529.html (PP)
2023: An analytical framework-based pedagogical method for scholarly community coaching: A proof of concept. MethodsX, 10, 102082. https://doi.org/10.1016/j.mex.2023.102082
2022: The bayesvl package: an R package for implementing and visualizing Bayesian statistics. SoftwareX, 20, 101245. https://doi.org/10.1016/j.softx.2022.101245
2022: Introduction to Bayesian Mindsponge Framework analytics: an innovative method for social and psychological research. MethodsX, 9, 101808. doi:10.1016/j.mex.2022.101808
2022: The mindsponge and BMF analytics for innovative thinking in social sciences and humanities. Berlin, Germany: De Gruyter. https://doi.org/10.2478/9788367405119
2022: Bayesvl: an R package for user-friendly Bayesian regression modelling. VMOST Journal of Social Sciences and Humanities, 64(1), 85-96. doi:10.31276/VMOSTJOSSH.64(1).85-96
2021/8/4: Viện Toán Cao cấp (VIASM). Seminar Thống kê Ứng dụng T8.2021. Bản hòa tấu dữ liệu xã hội. Trình bày: Nguyễn Minh Hoàng (ISR, Phenikaa Uni)(pdf)
2021/7/25: Bản hòa tấu dữ liệu xã hội. Nxb Khoa học Xã hội, Hà Nội. ISBN: 978-604-308-549-5. (Google Books)
2021/2/15: Youtube: https://www.youtube.com/watch?v=OJ6RrxLVCDY (repost from: https://www.youtube.com/watch?v=4TKelkGMTtM)
2020/10/3: 京大機械翻訳 (2020) 社会データのためのBayes解析:ステップバイステッププロトコルと解釈【JST・京大機械翻訳】 (https://jglobal.jst.go.jp/detail?JGLOBAL_ID=202102290756559578) (pdf)
2020/5/19: Bayesian analysis for social data: A step-by-step protocol and interpretation (MethodsX Elsevier; https://doi.org/10.1016/j.mex.2020.100924)
2020/5/4: Improving Bayesian statistics understanding in the age of Big Data with the bayesvl R package (Software Impacts Elsevier; https://doi.org/10.1016/j.simpa.2020.100016)
2019/6/13: Khoa học & Phát triển (HP Hạnh). Chương trình máy tính bayesvl trong môi trường R: Đóng góp Việt cho khoa học thế giới. http://khoahocphattrien.vn/khoa-hoc/chuong-trinh-may-tinh-bayesvl-trong-moi-truong-r-dong-gop-viet-cho-khoa-hoc-the-gioi/20190613093044113p1c160.htm (article pdf)
2019/6/10: R Documentation: https://www.rdocumentation.org/packages/bayesvl/versions/0.8.5.
2019/5/28: The 'bayesvl' package v0.8.5 has been produced for the R language in all major operating systems (Windows, Mac OS, Unix, Linux)

2019/5/24: BIG NEWS ARRIVED. Our bayesvl v0.8.5 has been officially accepted to CRAN.

Package ‘bayesvl’ (pdf)
CRAN page of bayevl Package : https://cran.r-project.org/package=bayesvl
CRAN packages by date of publication: https://cran.r-project.org/web/packages/available_packages_by_date.html

Submissions and Revisions:

2019/5/22: Fourth and fifth revision submitted: bayesvl v0.8.4 and bayesvl v0.8.5.
2019/5/20: Third revised submission to CRAN. bayesv v0.8.3 passed tech tests at 9:15 PM.
2019/5/20: Second revised submission to CRAN. bayesvl v0.8.2 passed tech tests at 6.15 PM.
2019/5/19: First revised submission of the bayesvl R package to CRAN, addressing first review comments. The bayesvl package v0.8.1 passed tech tests at 7.40 PM.
2019/5/18: The first-ever submission of the bayesvl R package to CRAN. First submission: tech pretest failed at 2.30 PM. Second submission (v0.8.0): tech pretest passed at 3.30 PM.

Preps:

2019/5/17: BayesVL v0.8.1 (User guide uploaded)
2019/5/15: BayesVL v0.7.6 (fixing warning messages)
2019/5/13: BayesVL v0.7.5 (adding help texts)
2019/5/12: BayesVL v0.7.2 (rewriting some small functions)
2019/5/10: BayesVL v0.7.1 (integrating model 4 STEM #1)
2019/5/8: BayesVL v0.7.0 (fixing bugs with varying intercepts found during the performing of Lie_Viol model for Vietnamese folktales)
2019/5/6: BayesVL v0.6.9 (successfully adding "generated quantities" for controlling for specific varying intercept condition)

Old/archived:

💻bayesvl R package (v0.8.5 CRAN 2019): 24,478 CRAN downloads 🎓Used by 140 authors, from 177 univ/inst. in 16 countries, in 73 publications. Archived as of May 14, 2025.

- Vuong QH, La VP. (2019). BayesVL package for Bayesian statistical analyses in R. Github: < https://github.com/sshpa/bayesvl > v0.8.5; DOI:10.31219/osf.io/ya9u6. [Google][Google Scholar]
- Github: < https://github.com/sshpa/bayesvl > * [BayesVL: Rules for Versioning][Note 2a] https://osf.io/9rhyk/ [Note 2b] https://osf.io/dm467/

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