CVtreeMLE: Efficient Estimation of Mixed Exposures using Data Adaptive Decision Trees and Cross-Validated Targeted Maximum Likelihood Estimation in R.
David McCoyAlan E. HubbardMark J. van der LaanPublished in: J. Open Source Softw. (2023)
Keyphrases
- maximum likelihood estimation
- data sets
- decision trees
- probability distribution
- machine learning
- parameter estimation
- maximum likelihood
- knowledge discovery
- prior knowledge
- training data
- expectation maximization
- em algorithm
- statistical analysis
- missing values
- cross validated
- data points
- image processing
- logistic regression
- feature selection
- log likelihood