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. Author manuscript; available in PMC: 2015 May 30.
Published in final edited form as: Stat Med. 2014 Feb 4;33(12):2115–2136. doi: 10.1002/sim.6102

Table 3.

Results from two LRR models for weight among infants exposed to HIV infection. The parametric model estimated the reference time trend using natural cubic spline bases with knots at 150, 500, and 1100 days. The semi-parametric model estimated the reference time trend using a penalized spline equation with knots at day 1, 1 week, 6 weeks, 10 weeks, 15 weeks, 6 months, 1 year, and every half year there after (17 knots in total). Both models provide estimates for main effects, rate effects for sex, treatment, and HIV infection status. The rate structure included an interaction between the three covariates and an indicator for observations measured after 2 years from birth. The rate effects for each model can be interpreted as the difference in the rate of change associated with a given covariate prior to 2 years. The rate interaction effects estimate the change in the rate effect after 2 years. Estimates of the coefficients for the time trend of each model are omitted in the table.

Parametric Model Semi-Parametric Model
Estimate 95% CI Estimate 95% CI
Baseline Effects
 Intercept 3.33 (3.25, 3.42) 3.10 (3.01, 3.19)
 Sex (Male) 0.18 (0.08, 0.27) 0.16 (0.07, 0.26)
 Treatment (Nev) −0.14 (−0.23, −0.05) −0.14 (−0.23, −0.04)
 HIV Status −0.02 (−0.13, 0.10) −0.07 (−0.23, 0.09)

Rate Effects
 Sex (Male) 0.05 (0.02, 0.08) 0.05 (0.02, 0.08)
 Treatment (Nev) 0.01 (−0.02, 0.04) 0.01 (−0.02, 0.04)
 HIV Status −0.12 (−0.17, −0.07) −0.12 (−0.18, −0.07)

Rate Interaction (After 2 years)
 Sex (Male) −0.07 (−0.10, −0.04) −0.07 (−0.09, −0.04)
 Treatment (Nev) −0.01 (−0.04, 0.01) 0.00 (−0.03, 0.02)
 HIV Status −0.11 (−0.17, −0.05) −0.12 (−0.17, −0.06)