Bayesian sample size determination for binary regression with a misclassified covariate and no gold standard.
Daniel P. BeaversJames D. StameyPublished in: Comput. Stat. Data Anal. (2012)
Keyphrases
- sample size
- gold standard
- model selection
- semi automatic
- survival analysis
- ground truth
- gaussian processes
- regression model
- hyperparameters
- random sampling
- small sample size
- covariance matrix
- small sample
- cross validation
- bayesian networks
- posterior distribution
- upper bound
- regression problems
- small samples
- statistical power
- statistical hypothesis testing
- pac learning
- generalization error
- vc dimension
- linear regression
- support vector
- machine learning
- worst case
- progressive sampling
- information criterion
- survival data