Association does not imply prediction: the accuracy of birthweight in predicting child mortality and anthropometric failure

Swaminathan Akshay; Kim Rockli; Subramanian S. V.

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Association does not imply prediction: the accuracy of birthweight in predicting child mortality and anthropometric failure

机译：协会并不意味着预测：预测儿童死亡率和人体测量衰竭的出生体重的准确性

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摘要

Purpose: Epidemiologic studies often conflate the strength of association with predictive accuracy and build classification models based on arbitrarily selected probability cutoffs without considering the cost of misclassification. We illustrated these common pitfalls by building association, prediction, and classification models using birthweight as an exposure and child mortality and child anthropometric failure as outcomes.

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来源
《Annals of epidemiology》 |2020年第1期|共8页
作者
Swaminathan Akshay; Kim Rockli; Subramanian S. V.;
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作者单位

Flatiron Hlth Quantitat Sci New York NY USA;

Korea Univ Div Hlth Policy &

Management Coll Hlth Sci Seoul South Korea;

Harvard Ctr Populat &

Dev Studies Cambridge MA USA;

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原文格式 PDF
正文语种 eng
中图分类流行病学与防疫;
关键词
Prediction; Association; Classification; Odds ratio; Birthweight; Mortality; Stunting; Wasting; Underweight; Child health; Anthropometric failure;

机译：预测;协会;分类;赔率比;出生重量;死亡率;衰退;浪费;体重减轻;体重;儿童健康;人体健康;

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8. The association of maternal age with infant mortality child anthropometric failure diarrhoea and anaemia for first births: evidence from 55 low- and middle-income countries [O] . Jocelyn E Finlay, Emre Özaltin, David Canning 2011

机译：产妇年龄与婴儿死亡率儿童人体测量学上的失败腹泻和贫血有关的初生婴儿的关联：来自55个低收入和中等收入国家的证据
9. The association of maternal age with infant mortality, child anthropometric failure, diarrhoea and anaemia for first births: evidence from 55 low- and middle-income countries [O] . Finlay, Jocelyn E, Özaltin, Emre, Canning, David 2011

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10. A Predictive Safety Management System Software Package Based on the Continuous Hazard Tracking and Failure Prediction Methodology [R] . Quintana, Rolando 2003

机译：基于连续危险跟踪和故障预测方法的预测安全管理系统软件包

Association does not imply prediction: the accuracy of birthweight in predicting child mortality and anthropometric failure

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