Variable selection in double/debiased machine learning for causal inference: an outcome-adaptive approach.
Daijiro KabataMototsugu ShintaniPublished in: Commun. Stat. Simul. Comput. (2023)
Keyphrases
- variable selection
- causal inference
- machine learning
- model selection
- cross validation
- high dimensional
- additive noise
- feature selection
- dimension reduction
- causal models
- decision trees
- text classification
- pattern recognition
- high dimensional data
- learning tasks
- nonmonotonic reasoning
- discrete data
- image processing
- support vector machine
- naive bayes
- association rules