How Big Should Your Data Really Be? Data-Driven Newsvendor: Learning One Sample at a Time.
Omar BesbesOmar MouchtakiPublished in: Manag. Sci. (2023)
Keyphrases
- data driven
- prior knowledge
- data sets
- data analysis
- learning models
- data collection
- online learning
- learning algorithm
- data structure
- raw data
- input data
- background knowledge
- missing data
- data processing
- database
- end users
- data sources
- image data
- high dimensional data
- probability distribution
- test data
- machine learning
- sample set