Persons born with Spina Bifida: An Incomplete 2 * 2 * 2 * 3 Table
621 people born with Spina Bifida (a congenital disorder) in the state
of New York between 1969 and 1974 are observed by three sources:
birth certificates (S1
); death certificates (S2
); and medical
rehabilitation lists (S3
). The people are also cross-classified
according to their ethnicity (eth
; 3 levels).
data(spina)
A "data.frame"
with 24 observations on the following 5 variables.
y
Counts in each cell of the table with NAs for the cells corresponding to not being observed by any of the sources.
S1
A factor with levels un
obs
indicating whether the birth certificate source observed the person.
S2
A factor with levels un
obs
indicating whether the death certificate source observed the person.
S3
A factor with levels un
obs
indicating whether the medical rehabilitation source observed the person.
eth
A factor with levels afro-american
caucasian
codeother indicating the ethnicity of the person (afro-american
= Afro-American,
causcasian
= Caucasian, other
= Other).
See Madigan & York (1997), and the references therin, for more details on the study.
For details on the function bict
applied to this data, see Overstall & King (2014).
Madigan, D. & York, J.C. (1997) Methods for Estimation of the Size of a Closed Population. Biometrika, 84 (1), 19–31.
Overstall, A.M. & King, R. (2014) conting: An R package for Bayesian analysis of complete and incomplete contingency tables. Journal of Statistical Software, 58 (7), 1–27. http://www.jstatsoft.org/v58/i07/
data(spina) summary(spina)
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