Tests and variables selection on regression analysis for massive datasets.
Tsai-Hung FanKuang-Fu ChengPublished in: Data Knowl. Eng. (2007)
Keyphrases
- regression analysis
- massive datasets
- explanatory variables
- linear regression models
- independent variables
- regression model
- massive data
- statistical tests
- linear regression model
- dependent variables
- significant predictors
- factor analysis
- text data
- big data
- computationally challenging
- machine learning
- methods require
- feature space
- data analysis
- pattern recognition
- information retrieval
- data mining