Causal effects in longitudinal studies: Definition and maximum likelihood estimation.

Romain Neugebauer Mark J. van der Laan

Published in: Comput. Stat. Data Anal. (2006)

Keyphrases

maximum likelihood estimation
causal effects
maximum likelihood
em algorithm
structural equation models
parameter estimation
expectation maximization
density function
causal relations
probability distribution
machine learning
computer vision
causal relationships
bayesian networks
association rules
linear models