Fitting and Cross-Validating Cox Models to Censored Big Data With Missing Values Using Extensions of Partial Least Squares Regression Models.
Frédéric BertrandMyriam Maumy-BertrandPublished in: Frontiers Big Data (2021)
Keyphrases
- regression model
- regression methods
- missing values
- big data
- survival analysis
- partial least squares
- regression method
- model selection
- predictive modeling
- missing data
- incomplete data
- prediction model
- regression analysis
- linear regression
- cloud computing
- breast cancer
- high dimensional data
- data analysis
- logistic regression
- probabilistic model
- nearest neighbor
- dimension reduction
- business intelligence
- data management
- learning algorithm
- machine learning
- pattern recognition
- data mining
- ls svm
- feature space
- artificial neural networks
- data sets
- parameter estimation