Table 3 Summary of quantile regression models
From: Spatial quantile regression with application to high and low child birth weight in Malawi
Variable | τ = 0.05 (LBW) | τ = 0.95 (HBW) |
|---|---|---|
Normal BMI (18.50–25 kg/m2) | 0.3587 (0.2609, 0.4569) | −0.0069 (−0.1569, 0.1274) |
Mother BMI >25 kg/m2 | 0.2008 (0.0976, 0.2895) | −0.2378 (−0.3781, −0.0697) |
Smoke (yes) | 0.2409 (0.0708, 0.4100) | 0.3155 (−0.0044, 0.6142) |
Birth order 2–3 | − 0.0165 (− 0.0688, 0.0363) | 0.0155 (− 0.0513, 0.0858) |
Birth order 4–5 | 0.0978 (0.0195, 0.1859) | 0.0793 (− 0.0152, 0.1772) |
Birth order 6+ | − 0.0120 (− 0.1163, 0.1034) | 0.1731 (0.0489, 0.3082) |
Primary education | 0.0213 (− 0.0346, 0.0838) | − 0.2115 (− 0.2912, − 0.1404) |
Secondary education | 0.1388 (0.0603, 0.2259) | − 0.5371 (− 0.6266, − 0.4518) |
Higher education | 0.0511 (− 0.3984, 0.3367) | −0.8267 (−1.0646, − 0.4284) |
Poor | −0.0141 (− 0.0706, 0.0530) | 0.0746 (0.0106, 0.1378) |
Rich | 0.0364 (−0.0208, 0.0942) | 0.0479 (− 0.0167, 0.1105) |
Richer | −0.0128 (− 0.0694, 0.0500) | −0.0732 (− 0.1378, − 0.0112) |
Richest | 0.1365 (0.0807, 0.1923) | −0.1102 (−0.1875, − 0.0335) |
Mother height ≥ 150 cm | 0.2662 (0.1627, 0.3517) | 0.3184 (0.1069, 0.4814) |
Mother weight (45-70 kg) | −0.1559 (−0.2627, 0.0048) | −0.1777 (−0.4115, 0.0417) |
Mother weight > 70 kg | 0.0680 (−0.0438, 0.2173) | −0.1757 (− 0.4389 0.0197) |
Variance parameters | ||
Mother age | 0.1412 | 0.2004 |
Antenatal visits | 0.0165 | 0.0001 |
Structured spatial effects | 0.0121 | 0.0014 |
Model fit statistics | ||
LL | −19,390.79 | −22,565.51 |
DIC | 38,357.7 | 44,731.5 |