Browsing by Subject Bayesian inference

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  • Authors: Minh-Hoang Nguyen;  Advisor: Tam-Tri Le; Hong-Kong To Nguyen; Manh-Toan Ho; Huyen T. Thanh Nguyen; Quan-Hoang Vuong;  Co-Author: - (2021)

    On average, one person dies by suicide every 40 s. However, extant studies have largely focused on the risk factors for suicidal behaviors, not so much on the formation of suicidal thoughts. Therefore, we attempt to explain how suicidal thoughts arise and persist inside one’s mind using a multifiltering information mechanism called Mindsponge. Bayesian analysis with Hamiltonian Markov Chain Monte Carlo (MCMC) technique was run on a dataset of multinational students (N = 268) of an international university in Japan. Item 9 in the PHQ-9 was used to survey suicidal ideation. The associations among four main variables, namely, (i) suicidal ideation, (ii) help-seeking willingness (informal...