Predicting glucose concentration for hyper/hypoglycemia alert: Multiple order model migration and optimal model selection via analysis of sample size.
Chunhui ZhaoWei WangChengxia YuPublished in: ACC (2017)
Keyphrases
- model selection
- sample size
- parameter estimation
- information criterion
- cross validation
- bayesian learning
- hyperparameters
- selection criterion
- statistical inference
- hypothesis tests
- regression model
- statistical hypothesis testing
- small samples
- closed form
- upper bound
- random sampling
- mixture model
- worst case
- probability distribution
- optimal solution
- machine learning
- data sets