respInf: Respiratory Infection in Indonesian Children.

In gamlss.data: Data for Generalised Additive Models for Location Scale and Shape

Respiratory Infection in Indonesian Children.

Description

This is cohort study of 275 Indonesian preschool children, ($J=1,2, ...,275$), examined on up to six, consecutive quarters for the presence of respiratory infection. Sommer et al. (1983) describe the study, while Zeger and Karim (1991) and Diggle et al (2002) among others analyzed it. The data were also analyzed by Skrondal and Rabe-Hesketh (2004).

Usage

data("respInf")

Format

A data frame with 1200 observations on the following 14 variables.

id

a factor with 275 levels identifying the individual children

time

the binary response variable identifying the presence of respiratory infection

resp

a vector of ones (not used further)

age

the age in months (centered around 36)

xero

a factor variable for the present of xerophthalmia with levels 0 1

cosine

a cosine term of the annual cycle

sine

a sin term of the annual cycle

female

a gender factor with levels 0 is male 1 is female

height

height for age as percent of the National Center for health Statistics standard centered at 90%

stunted

a factor whether below 85% in height for age 0 1

time.1

the time that the children has been examine, 1 to 6

age1

he age of the child at the fist time of examination

season

a variable taking the values 1,2,3,4 indicating the season

time2

the time in months

References

Diggle, P. J., Heagerty, P., Liang, K. Y. and Zeger S. L.Analysis of Longitudinal Data, 2nd ed. Oxford University Press, Oxford, 2002.

Sommer, Alfred, et al. Increased mortality in children with mild vitamin A deficiency. The Lancet 322 83:50 (1983): 585-588.

Skrondal A. and Rabe-Hesketh S. Genaralized Latent Variable modelling. Chapman & Hall, (2004).

Zeger S. L and Karim M. R. Generalized linear models with random effects: a gibbs sampling approach. J. Am. Statist. Ass., 86, 79-95, 1991.

Examples

data(respInf)
## maybe str(respInf) ; plot(respInf) ...

gamlss.data documentation built on May 29, 2024, 10:46 a.m.