[图书][B] Bayesian disease mapping: hierarchical modeling in spatial epidemiology

AB Lawson - 2018 - taylorfrancis.com
Since the publication of the second edition, many new Bayesian tools and methods have
been developed for space-time data analysis, the predictive modeling of health outcomes …

Exploring the dynamics of Bitcoin's price: a Bayesian structural time series approach

O Poyser - Eurasian Economic Review, 2019 - Springer
Currently, there is no consensus on the real properties of Bitcoin. The discussion comprises
its use as a speculative or safe haven asset, while other authors argue that the augmented …

Exploring the determinants of Bitcoin's price: an application of Bayesian Structural Time Series

O Poyser - arXiv preprint arXiv:1706.01437, 2017 - arxiv.org
Currently, there is no consensus on the real properties of Bitcoin. The discussion comprises
its use as a speculative or safe haven assets, while other authors argue that the augmented …

[图书][B] Using R for Bayesian spatial and spatio-temporal health modeling

AB Lawson - 2021 - taylorfrancis.com
Progressively more and more attention has been paid to how location affects health
outcomes. The area of disease mapping focusses on these problems, and the Bayesian …

Post-Cold War civil conflict and the role of history and religion: A stochastic search variable selection approach

M Jetter, R Mahmood, CF Parmeter… - Economic …, 2022 - Elsevier
Despite colossal economic and human losses caused by conflict and violence, designing
effective policies to avoid conflict remains challenging. While the literature has proposed a …

Shapley value regression and the resolution of multicollinearity

SK Mishra - Available at SSRN 2797224, 2016 - papers.ssrn.com
Multicollinearity in empirical data violates the assumption of independence among the
explanatory variables in a linear regression model and by inflating the standard error of …

The risk typology of healthcare access and its association with unmet healthcare needs in Asian Americans

Y Jang, NS Park, H Yoon, YC Huang… - Health & social care …, 2018 - Wiley Online Library
Using data from the 2015 Asian American Quality of Life Survey (N= 2,609), latent profile
analysis was conducted on general (health insurance, usual place for care and income) and …

[HTML][HTML] Integration of immune and hypoxia gene signatures improves the prediction of radiosensitivity in breast cancer

D Yan, S Cai, L Bai, Z Du, H Li, P Sun… - American Journal of …, 2022 - ncbi.nlm.nih.gov
Immunity and hypoxia are two important factors that affect the response of cancer patients to
radiotherapy. At the same time, considering the limited predictive value of a single predictive …

Particle EM for variable selection

V Ročková - Journal of the American Statistical Association, 2018 - Taylor & Francis
Despite its long history of success, the EM algorithm has been vulnerable to local
entrapment when the posterior/likelihood is multi-modal. This is particularly pronounced in …

Spatiotemporal multivariate mixture models for Bayesian model selection in disease mapping

AB Lawson, R Carroll, C Faes, RS Kirby… - …, 2017 - Wiley Online Library
It is often the case that researchers wish to simultaneously explore the behavior of, and
estimate the overall risk for, multiple related diseases with varying rarity while accounting for …