article · Bulletin of Applied Mathematics and Mathematics Education · 2022

Fuzzy regression model with Bayesian approach and its application to public health data

Wan Muhammad Amir bin Wan Ahmad, Nurul Akbar, Farah Muna Mohamad Ghazali, Nor Farid Mohd Noor, Nor Azlida Aleng

Cited by 2Open access

Abstract

The application of the Bayesian Linear Regression (BLR) and Fuzzy Bayesian Linear Regression method through the SAS algorithm is the focus of this paper. As an alternative method of data analysis in biostatistics, this modified method can be used. This modified method includes a bootstrapping technique, residual normality checking and some Bayesian Linear Regression Modeling (BLR) enhancement through Fuzzy Bayesian Linear Regression. We illustrated the application of the algorithm for Bayesian Linear Regression (BLR) and Fuzzy Bayesian Linear Regression in this paper.

Cite this paper

APA 7

Ahmad, W. M. A. B. W., Akbar, N., Ghazali, F. M. M., Noor, N. F. M., & Aleng, N. A. (2022). Fuzzy regression model with Bayesian approach and its application to public health data. Bulletin of Applied Mathematics and Mathematics Education, 2(1), 19–32. https://doi.org/10.12928/bamme.v2i1.3953

MLA 9

Ahmad, Wan Muhammad Amir bin Wan, et al. “Fuzzy regression model with Bayesian approach and its application to public health data.” Bulletin of Applied Mathematics and Mathematics Education, vol. 2, no. 1, 2022, pp. 19–32, https://doi.org/10.12928/bamme.v2i1.3953.

Chicago

Ahmad, Wan Muhammad Amir bin Wan, Nurul Akbar, Farah Muna Mohamad Ghazali, Nor Farid Mohd Noor, and Nor Azlida Aleng. 2022. “Fuzzy regression model with Bayesian approach and its application to public health data.” Bulletin of Applied Mathematics and Mathematics Education 2 (1): 19–32. https://doi.org/10.12928/bamme.v2i1.3953.

Harvard

Ahmad, W.M.A.B.W. et al. (2022) ‘Fuzzy regression model with Bayesian approach and its application to public health data’, Bulletin of Applied Mathematics and Mathematics Education, 2(1), pp. 19–32. Available at: https://doi.org/10.12928/bamme.v2i1.3953.

BibTeX

@article{ahmad2022fuzzy,
  title = {{Fuzzy regression model with Bayesian approach and its application to public health data}},
  author = {Ahmad, Wan Muhammad Amir bin Wan and Akbar, Nurul and Ghazali, Farah Muna Mohamad and Noor, Nor Farid Mohd and Aleng, Nor Azlida},
  journal = {Bulletin of Applied Mathematics and Mathematics Education},
  volume = {2},
  number = {1},
  pages = {19--32},
  year = {2022},
  doi = {10.12928/bamme.v2i1.3953}
}

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