A subset of data from the 1989 Bangladesh Fertility Survey, consisting of 1934 women across 60 districts.
A data frame with 1934 observations on the following 11 variables:
Identifying code for each woman (level 1 unit).
Identifying code for each district (level 2 unit).
Contraceptive use status at time of survey; a factor with levels
Number of living children at time of survey; an ordered factor with levels
Age of woman at time of survey (in years), centred on sample mean of 30 years.
Type of region of residence; a factor with levels
Woman's level of education; an ordered factor with levels
Woman's religion; a factor with levels
Proportion of women in district who are literate.
Proportion of Muslim women in district who pray every day (a measure of religiosity).
A column of ones. If included as an explanatory variable in a regression model (e.g. in MLwiN), its coefficient is the intercept.
bang1 dataset is one of the sample datasets provided with the multilevel-modelling software package MLwiN (Rasbash et al., 2009), and is a subset of data from the 1989 Bangladesh Fertility Survey (Huq and Cleland, 1990) used by Browne (2012) as an example when fitting logistic models for binary and binomial responses. The full sample was analysed in Amin et al. (1997).
Amin, S., Diamond, I., Steele, F. (1997) Contraception and religiosity in Bangladesh. In: G. W. Jones, J. C. Caldwell, R. M. Douglas, R. M. D'Souza (eds) The Continuing Demographic Transition, 268–289. Oxford: Oxford University Press.
Browne, W. J. (2012) MCMC Estimation in MLwiN Version 2.26. University of Bristol: Centre for Multilevel Modelling.
Huq, N. M., Cleland, J. (1990) Bangladesh fertility survey, 1989. Dhaka: National Institute of Population Research and Training (NIPORT).
Rasbash, J., Charlton, C., Browne, W.J., Healy, M. and Cameron, B. (2009) MLwiN Version 2.1. Centre for Multilevel Modelling, University of Bristol.
mlmRev package for an alternative format of the same dataset, with fewer variables.
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