malaria: Gambia Malaria Data

In gcmr: Gaussian Copula Marginal Regression

Gambia Malaria Data

Description

Malaria prevalence in children in Gambia. The data are constructed from the gambia dataframe in the geoR package (Diggle and Ribeiro, 2007) by village aggregation.

Usage

data(malaria)

Format

A data frame with the 65 observations with the following variables

x	x-coordinate of the village (UTM).
y	y-coordinate of the village (UTM).
cases	number of sampled children with malaria in each village.
size	number of sampled children in each village.
age	mean age of the sampled children in each village.
netuse	frequency of sampled children who regularly sleep under a bed-net in each village.
treated	frequency of sampled children whose bed-net is treated.
green	measure of vegetation green-ness in the immediate vicinity of the village.
phc	indicator variable denoting the presence (1) or absence (0) of a health center in the village.
area	indicator of the village area (Diggle et al., 2002).

Source

Diggle, P.J. and Ribeiro Jr, P.J. (2007). Model Based Geostatistics. New York: Springer.

References

Thomson, M., Connor, S., D Alessandro, U., Rowlingson, B., Diggle, P., Cresswell, M. and Greenwood, B. (1999). Predicting malaria infection in Gambian children from satellite data and bednet use surveys: the importance of spatial correlation in the interpretation of results. American Journal of Tropical Medicine and Hygiene 61, 2–8.

Diggle, P., Moyeed, R., Rowlingson, B. and Thomson, M. (2002). Childhood malaria in The Gambia: a case-study in model-based geostatistics, Applied Statistics 51, 493–506.

Examples

data(malaria)

gcmr documentation built on July 18, 2022, 9:06 a.m.