Details:

Alternative Title:
J R Stat Soc Ser A Stat Soc
Publisher's site:
http://dx.doi.org/
Personal Author:
Khan, Diba ; Rossen, Lauren M. ; Hamilton, Brady ; Dienes, Erin ; He, Yulei ; ... More +
Khan, Diba ; Rossen, Lauren M. ; Hamilton, Brady ; Dienes, Erin ; He, Yulei ; Wei, Rong ; Less -
Description:
The objective of this analysis was to explore temporal and spatial variation in teen birth rates TBRs across counties in the USA, from 2003 to 2012, by using hierarchical Bayesian models. Prior examination of spatiotemporal variation in TBRs has been limited by the reliance on large-scale geographies such as states, because of the potential instability in TBRs at smaller geographical scales such as counties. We implemented hierarchical Bayesian models with space-time interaction terms and spatially structured and unstructured random effects to produce smoothed county level TBR estimates, allowing for examination of spatiotemporal patterns and trends in TBRs at a smaller geographic scale across the USA. The results may help to highlight US counties where TBRs are higher or lower and to inform efforts to reduce birth rates to adolescents in the USA further.
Subject:
[+]
Article
Bayesian Model
Convolution
Hierarchical Bayes Method
Markov Chain Monte Carlo Methods
Small Area Estimation

Source:
J R Stat Soc Ser A Stat Soc. 181(1):35-58.
Pubmed ID:
28603397
Pubmed Central ID:
PMC5464734
Document Type:
Journal Article ;
Funding:
CC999999/Intramural CDC HHS/United States ;
Collection(s):
CDC Public Access
Main Document Checksum:
[+]
urn:sha256:4ea447630aa13966a3d8446c8aa5a70359eae1a84a6c1a2dc44defca381b286e
File Type:

Supporting Files

• 	nihms859260f12.gif	gif
  	nihms859260f12.jpg	jpeg
  	nihms859260f13.gif	gif
  	nihms859260f13.jpg	jpeg
  	nihms859260f14.gif	gif
  	nihms859260f14.jpg	jpeg
  	nihms859260f15.gif	gif
  	nihms859260f15.jpg	jpeg
  	nihms859260f16.gif	gif
  	nihms859260f16.jpg	jpeg
  	NIHMS859260-supplement-Supplementa.zip	zip
  	nihms859260f2.gif	gif
  	nihms859260f2.jpg	jpeg
  	nihms859260f3.gif	gif
  	nihms859260f3.jpg	jpeg
  	nihms859260f4.gif	gif
  	nihms859260f4.jpg	jpeg
  	nihms859260f5.gif	gif
  	nihms859260f5.jpg	jpeg
  	nihms859260f6.gif	gif
  	nihms859260f6.jpg	jpeg
  	nihms859260.nxml	xml
  	nihms859260f7.gif	gif
  	nihms859260f7.jpg	jpeg
  	nihms859260f8.gif	gif
  	nihms859260f8.jpg	jpeg
  	nihms859260f9.gif	gif
  	nihms859260f9.jpg	jpeg
  	nihms859260ig1.jpg	jpeg
  	nihms859260ig2.jpg	jpeg
  	nihms859260ig3.jpg	jpeg
  	nihms859260ig4.jpg	jpeg
  	nihms859260f1.gif	gif
  	nihms859260ig5.jpg	jpeg
  	nihms859260ig6.jpg	jpeg
  	nihms859260ig7.jpg	jpeg
  	nihms859260ig8.jpg	jpeg
  	nihms859260ig9.jpg	jpeg
  	nihms859260f1.jpg	jpeg
  	nihms859260f10.gif	gif
  	nihms859260f10.jpg	jpeg
  	nihms859260f11.gif	gif
  	nihms859260f11.jpg	jpeg

More +