R: Contraceptive use in Bangladesh

Contraception

R Documentation

Contraceptive use in Bangladesh

Description

These data on the use of contraception by women in urban and rural areas come from the 1988 Bangladesh Fertility Survey.

Usage

data(Contraception)

Format

A data frame with 1934 observations on the following 6 variables.

woman: Identifying code for each woman - a factor
district: Identifying code for each district - a factor
use: Contraceptive use at time of survey
livch: Number of living children at time of survey - an ordered factor. Levels are 0, 1, 2, 3+
age: Age of woman at time of survey (in years), centred around mean.
urban: Type of region of residence - a factor. Levels are urban and rural

Source

http://www.bristol.ac.uk/cmm/learning/mmsoftware/data-rev.html

References

Steele, F., Diamond, I. And Amin, S. (1996). Immunization uptake in rural Bangladesh: a multilevel analysis. Journal of the Royal Statistical Society, Series A (159): 289-299.

Examples

str(Contraception)
summary(Contraception)
(fm1 <- glmer(use ~ urban+age+livch+(1|district), Contraception, binomial))
(fm2 <- glmer(use ~ urban+age+livch+(urban|district), Contraception, binomial))