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Notes
Database of DHS based publications: http://www.measuredhs.com/publications/index.cfm.
One very well-written hands-on tutorial can be found at http://personality-project.org/r/.
List of books on R: http://www.r-project.org/doc/bib/R-books.html.
The listing of all available DHS surveys: http://www.measuredhs.com/data/available-datasets.cfm.
DHS instructions on acessing the data http://www.measuredhs.com/data/Using-Datasets-for-Analysis.cfm.
Normally, one would use family=binomial to specify a logistic regression in R. However, as we are using weighted data, we need to use family=quasibinomial . Please refer to the survey package help on the svyglm() function for more details.
The coefficient denotes the log of the increase in odds ratio associtated with increasing the predictor by one unit. Hence, \(\Updelta \frac{p}{1-p} = {\rm e}^{0.158} = 1.172. \) Hence, odds ratio is predicted to increase by 1.17 for each increase in wealth index.
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We thank the anonymous reviewers for their insightful comments on an earlier version of the manuscript.
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Vanderelst, D., Speybroeck, N. Loading, merging and analysing demographic and health surveys using R. Int J Public Health 59, 415–422 (2014). https://doi.org/10.1007/s00038-013-0538-2
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DOI: https://doi.org/10.1007/s00038-013-0538-2
Keywords
- Health Facility
- Child Mortality
- Poor Household
- Wealth Index
- Data Frame