Multiply imputing missing values in data sets with mixed measurement scales using a sequence of generalised linear models.
Min Cherng LeeRobin MitraPublished in: Comput. Stat. Data Anal. (2016)
Keyphrases
- missing values
- linear models
- incomplete data sets
- data sets
- high dimensional data
- missing attribute values
- variable selection
- missing data
- linear model
- incomplete data
- data imputation
- gaussian processes
- linear regression
- hyperparameters
- unseen test data
- causal relationships
- input data
- imputation methods
- unseen data
- categorical attributes
- high dimensionality
- machine learning
- data mining