Penalized Quantile Regression for Distributed Big Data Using the Slack Variable Representation.
Ye FanNan LinXianjun YinPublished in: J. Comput. Graph. Stat. (2021)
Keyphrases
- big data
- quantile regression
- least squares
- cloud computing
- big data analytics
- data management
- data science
- data analysis
- loss function
- business intelligence
- data processing
- cross validated
- social media
- response variable
- knowledge discovery
- commodity hardware
- maximum likelihood
- machine learning
- databases
- data sets
- decision support system
- data warehousing
- probabilistic model
- variable selection
- association rules