Bayesian Information Criterion for Fitting the Optimum Order of Markov Chain Models: Methodology and Application to Air Pollution Data

• Main Authors: Alyousifi, Y., Ibrahim, K., Othamn, M., Zin, W.Z.W., Vergne, N., Al-Yaari, A.
• Format: Article
• Published: MDPI 2022
• Online Access: https://www.scopus.com/inward/record.uri?eid=2-s2.0-85133643862&doi=10.3390%2fmath10132280&partnerID=40&md5=9dca224cebcd225ed4d69ab15dedeef1; http://eprints.utp.edu.my/33362/
• Institution: Universiti Teknologi Petronas

The analysis of air pollution behavior is becoming crucial, where information on air pollution behavior is vital for managing air quality events. Many studies have described the stochastic behavior of air pollution based on the Markov chain (MC) models. Fitting the optimum order of MC models is esse...