A semiparametric model selection criterion with applications to the marginal structural model.
M. Alan BrookhartMark J. van der LaanPublished in: Comput. Stat. Data Anal. (2006)
Keyphrases
- structural model
- semi parametric
- density estimation
- partial least squares
- least squares
- regression model
- statistical inference
- constrained optimization
- causal models
- human body
- regression problems
- causal relationships
- probability distribution
- latent variables
- linear model
- parametric models
- active databases
- data sets
- bayesian inference
- linear regression
- prior knowledge
- neural network