scholarly journals Modelling and robustness issues in Bayesian time series analysis

Author(s):  
Mike West
1985 ◽  
Vol 30 (1-2) ◽  
pp. 67-90 ◽  
Author(s):  
J.B Carlin ◽  
A.P Dempster ◽  
A.B Jonas

BMJ Open ◽  
2019 ◽  
Vol 9 (2) ◽  
pp. e023836 ◽  
Author(s):  
Yoshitaka Nishikawa ◽  
Masaharu Tsubokura ◽  
Yoshimitsu Takahashi ◽  
Shuhei Nomura ◽  
Akihiko Ozaki ◽  
...  

ObjectivesSustaining emergency care access is of great concern. The aim of this study is to evaluate access to emergency care in a repopulated village following the 2011 Fukushima disaster.DesignThis research was a retrospective observational study. The primary outcome measure was total emergency medical services (EMS) time. A Bayesian time series analysis was performed to consider local time series trend and seasonality.SettingThe residents in Kawauchi Village, Fukushima, Japan were forced to evacuate after the 2011 Fukushima disaster. As the radiation dose was an acceptable level, the residents began the process of repopulation in April 2012.ParticipantsThis study included patients transported by EMS from January 2009 to October 2015. Patients transported during the evacuation period (from March 2011 to March 2012) were excluded.ResultsA total of 781 patients were transferred by EMS (281 patients before the disaster, 416 after repopulation and 84 during the evacuation period). A Bayesian time series analysis revealed an increase in total EMS time, from the first request call to arrival at a hospital of 21.85 min (95% credible interval 14.2–29.0, Bayesian one-sided tail-area probability p=0.001). After the disaster, 42.3% of patients were transported to a partner hospital.ConclusionsTotal EMS time increased after repopulation of the area affected because of a massive number of hospital closures. Proactive partnerships would be a possible countermeasure in the affected areas after a major disaster.


2019 ◽  
Vol 14 (4) ◽  
pp. 1037-1073 ◽  
Author(s):  
Claudia Kirch ◽  
Matthew C. Edwards ◽  
Alexander Meier ◽  
Renate Meyer

2013 ◽  
Vol 42 (21) ◽  
pp. 3949-3964
Author(s):  
Heung Wong ◽  
Wai Cheung Ip ◽  
Jin Shan Liu ◽  
Jian Yan Long

2011 ◽  
Vol 174 (11) ◽  
pp. 1230-1237 ◽  
Author(s):  
T. E. Murphy ◽  
P. H. Van Ness ◽  
K. L. B. Araujo ◽  
M. A. Pisani

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