Bayesvl: an R package for user-friendly Bayesian regression modelling

  • Quan-Hoang Vuong, Minh-Hoang Nguyen, Manh-Toan Ho*
  • Quan-Hoang Vuong
Từ khóa: Bayesian network, bayesvl, ggplot2, mathematical model, MCMC.

Tóm tắt

Compared with traditional statistics, only a few social scientists employ Bayesian analyses. The existing software programs for implementing Bayesian analyses such as OpenBUGS, WinBUGS, JAGS, and rstanarm can be daunting given that their complex computer codes involve a steep learning curve. In contrast, this paper introduces a new open software for implementing Bayesian network modelling and analysis: the bayesvl R package. The package aims at providing an intuitive gateway for beginners of Bayesian statistics to construct and analyse mathematical models in social sciences...

##submission.authorBiographies##

Quan-Hoang Vuong, Minh-Hoang Nguyen, Manh-Toan Ho*

Centre for Interdisciplinary Social Research, Phenikaa University, Hanoi, Vietnam

Quan-Hoang Vuong

Vietnam Institute for Advanced Study in Mathematics, Ministry of Education and Training

điểm /   đánh giá
Phát hành ngày
2022-05-11
Chuyên mục
OTHER SOCIAL SCIENCES