scholarly journals Causal Model of the Association of Social Support With Antepartum Depression: A Marginal Structural Modeling Approach

2018 ◽  
Vol 187 (9) ◽  
pp. 1871-1879 ◽  
Author(s):  
Qiu-Yue Zhong ◽  
Bizu Gelaye ◽  
Tyler J VanderWeele ◽  
Sixto E Sanchez ◽  
Michelle A Williams
Keyword(s):  
Social Support ◽  
Causal Model ◽  
Structural Modeling ◽  
Modeling Approach ◽  
Antepartum Depression ◽  
Marginal Structural Modeling

Early Maternal Depression and Social Skills in Adolescence: A Marginal Structural Modeling Approach

2014 ◽  
pp. n/a-n/a ◽  
Author(s):  
Laura M. DeRose ◽  
Mariya Shiyko ◽  
Simone Levey ◽  
Jonathan Helm ◽  
Paul D. Hastings
Keyword(s):  
Social Skills ◽  
Maternal Depression ◽  
Structural Modeling ◽  
Modeling Approach ◽  
Marginal Structural Modeling

scholarly journals Ensemble learning of inverse probability weights for marginal structural modeling in large observational datasets

2014 ◽  
Vol 34 (1) ◽  
pp. 106-117 ◽  
Author(s):  
Susan Gruber ◽  
Roger W. Logan ◽  
Inmaculada Jarrín ◽  
Susana Monge ◽  
Miguel A. Hernán
Keyword(s):  
Ensemble Learning ◽  
Structural Modeling ◽  
Inverse Probability ◽  
Inverse Probability Weights ◽  
Marginal Structural Modeling
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