2020
DOI: 10.1016/j.envint.2020.105900
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Associations of prenatal exposure to multiple metals with testicular volume and anogenital distance in infant boys: A longitudinal cohort study

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Cited by 7 publications
(4 citation statements)
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“…The LASSO penalized regression analysis is essentially a coefficient compression method that shrinks the coefficients of nonsignificantly influential variables to zero which could realize both predictor selection and parameter estimation at the same time 77,78 . The greater the λ , the more the penalty for the linear model with more variables, and eventually a model with fewer variables is achieved.…”
Section: Methodsmentioning
confidence: 99%
See 1 more Smart Citation
“…The LASSO penalized regression analysis is essentially a coefficient compression method that shrinks the coefficients of nonsignificantly influential variables to zero which could realize both predictor selection and parameter estimation at the same time 77,78 . The greater the λ , the more the penalty for the linear model with more variables, and eventually a model with fewer variables is achieved.…”
Section: Methodsmentioning
confidence: 99%
“…The LASSO penalized regression analysis is essentially a coefficient compression method that shrinks the coefficients of nonsignificantly influential variables to zero which could realize both predictor selection and parameter estimation at the same time. 77 , 78 The greater the λ , the more the penalty for the linear model with more variables, and eventually a model with fewer variables is achieved. In the context of that, we conducted LASSO penalized regression analysis with all metals entered in the model to select the crucial metals for AoAC by 10‐fold cross‐validation with penalty term lambda.…”
Section: Methodsmentioning
confidence: 99%
“…Prenatal exposure to metals has been linked to neurodevelopmental outcomes, with specific metals showing negative associations with motor development [ 106 , 107 , 108 ]. While there is evidence that prenatal exposure to aluminium is associated with lower fine motor developmental quotient (DQ) and that cadmium exposure is linked to lower gross motor DQ [ 109 ], it is important to note that the causal mechanisms underlying these associations are not yet fully understood.…”
Section: Advances In Epigenetics Of Dcd and Its Comorbiditymentioning
confidence: 99%
“…Our data were derived from the Guangxi Birth Cohort Study (GBCS), constructed from July to September in 2015. We recruited pregnant women from 8 Maternity and Child Healthcare Hospitals covering 6 cities of Guangxi (Huang, Huang et al 2020). More detailed information about the cohort can be found in the literatures (Jiang, Hou et al 2018, Wei, Cao et al 2018, Huang, Hou et al 2019).…”
Section: Study Populationmentioning
confidence: 99%