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首页> 外文期刊>Advances in Biological Chemistry >Height/Length and Weight Growth Curves and Growth References of Children Aged 0 - 7 in Chongqing by GAMLSS
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Height/Length and Weight Growth Curves and Growth References of Children Aged 0 - 7 in Chongqing by GAMLSS

机译:Gamlss在重庆0 - 7岁儿童的身高/长度和体重增长曲线和生长参考

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Aim: Using the generalised additive model for location, the scale and shape (GAMLSS), the standard of height (length), weight and percentage curve of children were formulated to understand the growth law in Chongqing and to provide a reference for clinical and preventive health care work of paediatrics in West China. Methods: Data were collected from the health clinic dataset of children aged 0 - 7 years in the Department of Child Health Care of a Third-Class A hospital in Chongqing from 2010 to 2017. By applying the GAMLSS technology and taking D(, , , ) as the specific distribution form, BCT as the link function, P-spline function and cubic splines function as the smoothing function, the unit value of age-specific standard deviation of height (length) and weight were obtained, and the percentile map was drawn. Results: Based on the principle of minimum AIC and SBC values, BCT distribution was chosen as the model of the link function. Fitting results of height (length) and weight parameters of boys and girls, standard deviation tables of age and percentile curves were obtained. Conclusions: This study was an exploration of using GAMLSS method to establish a reference value range in the field of children's growth and development in China. It could supplement the relevant data of Chongqing area for Reference standard for growth and development of children under 7 years of age in China, and also provide a reference for the rational diagnosis of children's short stature and malnutrition in Chongqing.
机译:目的:使用广义添加剂模型的位置,尺度和形状(GAMLS),高度(长度),体重和百分比的儿童的曲线被配制,以了解重庆的生长法,并为临床和预防提供参考儿科医疗保健工作在西部。方法:从2010年到2017年到2017年到2017年到2017年的第三级医院儿童保健部儿童医疗部儿童保健部门的健康诊所数据集收集数据。通过应用Gamlss技术并服用D(,, )作为特定分布形式,BCT作为链接功能,P样曲线功能和立方样条函数作为平滑功能,获得了高度(长度)和重量的年龄特异性标准偏差的单位值,并且百分位数画。结果:基于最小AIC和SBC值的原理,选择BCT分布作为链路功能的模型。获得了男孩和女孩的高度(长度)和重量参数的拟合结果,获得了年龄和百分位数的标准偏差表。结论:本研究探索了使用Gamls的方法在儿童增长和发展领域建立参考价值范围。它可以补充重庆地区的相关数据,以参考中国的增长和发展参考标准,也为在重庆儿童矮房和营养不良的合理诊断提供了参考。

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