Abstract
Background: The Gaussian copula model was used to generate joint distributions for continuous longitudinal variables on infant types of feeding and longitudinal measures of height, weight and head circumference
Methods: The study was performed longitudinally in rural areas of southern part of Iran, on children from birth to 9 months of age. Out of 319 infants with serial anthropometric measurements from birth, and 2, 4, 6, 7 and 9 months
old, 120 were included. Infants were divided into three groups (breast fed, formula fed and both milk types). A threevariate longitudinal model including Copula function was used to estimate the effect of feeding on growth pattern. All
the analyses were performed using SAS version 9.4 (Proc NLmix).
Results: Ninety infants (75%) were breastfed, sixteen (13.3%) were formula fed and fourteen (11.7%) had combined feeding. Copula model showed that, breast fed children had a better weight gain (β=0.627 95% CI 0.217-1.038 P = 0.003), height (β=2.603 95% CI 1.023-4.183 P = 0.001) and head circumference (β=0.8 95% CI 0.069-1.531 P = 0.0) as compared to formula fed children. R2 for Copula model was (wt=0.52, ht=0.96, hc=0.84).
Conclusions: Implication of Copula model was easy to perform. Estimation of the parameters in copula model indicated that, breast milk consumption had a positive effect on the growth of infants.
Methods: The study was performed longitudinally in rural areas of southern part of Iran, on children from birth to 9 months of age. Out of 319 infants with serial anthropometric measurements from birth, and 2, 4, 6, 7 and 9 months
old, 120 were included. Infants were divided into three groups (breast fed, formula fed and both milk types). A threevariate longitudinal model including Copula function was used to estimate the effect of feeding on growth pattern. All
the analyses were performed using SAS version 9.4 (Proc NLmix).
Results: Ninety infants (75%) were breastfed, sixteen (13.3%) were formula fed and fourteen (11.7%) had combined feeding. Copula model showed that, breast fed children had a better weight gain (β=0.627 95% CI 0.217-1.038 P = 0.003), height (β=2.603 95% CI 1.023-4.183 P = 0.001) and head circumference (β=0.8 95% CI 0.069-1.531 P = 0.0) as compared to formula fed children. R2 for Copula model was (wt=0.52, ht=0.96, hc=0.84).
Conclusions: Implication of Copula model was easy to perform. Estimation of the parameters in copula model indicated that, breast milk consumption had a positive effect on the growth of infants.
Original language | English |
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Article number | e12908 |
Pages (from-to) | e12908-1-e12908-9 |
Number of pages | 9 |
Journal | Epidemiology, Biostatistics and Public Health |
Volume | 15 |
Issue number | 4 |
DOIs | |
Publication status | Published - 2018 |
Bibliographical note
This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.Keywords
- Growth
- body measures
- breast feeding
- multivariate longitudinal model;
- Gaussian Copula model