A new quantile treatment effect model for studying smoking effect on birth weight during Mother's pregnancy

This paper proposes a new quantile regression model to characterize the heterogeneity for distributional effects of maternal smoking during pregnancy on infant birth weight across different the mother's age. By imposing a parametric restriction on the quantile functions of the potential outcome...

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Autores principales:	Shengfang Tang, Zongwu Cai, Ying Fang, Ming Lin
Formato:	article
Lenguaje:	EN
Publicado:	KeAi Communications Co., Ltd. 2021
Materias:	Birth weight Heterogeneity Quantile regression Smoking Treatment effect Industrial engineering. Management engineering T55.4-60.8
Acceso en línea:	https://doaj.org/article/c7e9911398b643969c7378fd9eaf2984
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spelling	oai:doaj.org-article:c7e9911398b643969c7378fd9eaf29842021-11-10T04:24:44ZA new quantile treatment effect model for studying smoking effect on birth weight during Mother's pregnancy2096-232010.1016/j.jmse.2021.06.005https://doaj.org/article/c7e9911398b643969c7378fd9eaf29842021-09-01T00:00:00Zhttp://www.sciencedirect.com/science/article/pii/S2096232021000421https://doaj.org/toc/2096-2320This paper proposes a new quantile regression model to characterize the heterogeneity for distributional effects of maternal smoking during pregnancy on infant birth weight across different the mother's age. By imposing a parametric restriction on the quantile functions of the potential outcome distributions conditional on the mother's age, we estimate the quantile treatment effects of maternal smoking during pregnancy on her baby's birth weight across different age groups of mothers. The results show strongly that the quantile effects of maternal smoking on low infant birth weight are negative and substantially heterogenous across different ages.Shengfang TangZongwu CaiYing FangMing LinKeAi Communications Co., Ltd.articleBirth weightHeterogeneityQuantile regressionSmokingTreatment effectIndustrial engineering. Management engineeringT55.4-60.8ENJournal of Management Science and Engineering, Vol 6, Iss 3, Pp 336-343 (2021)
institution	DOAJ
collection	DOAJ
language	EN
topic	Birth weight Heterogeneity Quantile regression Smoking Treatment effect Industrial engineering. Management engineering T55.4-60.8
spellingShingle	Birth weight Heterogeneity Quantile regression Smoking Treatment effect Industrial engineering. Management engineering T55.4-60.8 Shengfang Tang Zongwu Cai Ying Fang Ming Lin A new quantile treatment effect model for studying smoking effect on birth weight during Mother's pregnancy
description	This paper proposes a new quantile regression model to characterize the heterogeneity for distributional effects of maternal smoking during pregnancy on infant birth weight across different the mother's age. By imposing a parametric restriction on the quantile functions of the potential outcome distributions conditional on the mother's age, we estimate the quantile treatment effects of maternal smoking during pregnancy on her baby's birth weight across different age groups of mothers. The results show strongly that the quantile effects of maternal smoking on low infant birth weight are negative and substantially heterogenous across different ages.
format	article
author	Shengfang Tang Zongwu Cai Ying Fang Ming Lin
author_facet	Shengfang Tang Zongwu Cai Ying Fang Ming Lin
author_sort	Shengfang Tang
title	A new quantile treatment effect model for studying smoking effect on birth weight during Mother's pregnancy
title_short	A new quantile treatment effect model for studying smoking effect on birth weight during Mother's pregnancy
title_full	A new quantile treatment effect model for studying smoking effect on birth weight during Mother's pregnancy
title_fullStr	A new quantile treatment effect model for studying smoking effect on birth weight during Mother's pregnancy
title_full_unstemmed	A new quantile treatment effect model for studying smoking effect on birth weight during Mother's pregnancy
title_sort	new quantile treatment effect model for studying smoking effect on birth weight during mother's pregnancy
publisher	KeAi Communications Co., Ltd.
publishDate	2021
url	https://doaj.org/article/c7e9911398b643969c7378fd9eaf2984
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A new quantile treatment effect model for studying smoking effect on birth weight during Mother's pregnancy

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