Sample size calculations for hierarchical Poisson and zero-inflated Poisson regression models.
Nabil ChannoufMarc FredetteBrenda MacGibbonPublished in: Commun. Stat. Simul. Comput. (2021)
Keyphrases
- sample size
- regression model
- model selection
- hyperparameters
- closed form
- cross validation
- statistical tests
- small sample
- random sampling
- regression methods
- prediction model
- upper bound
- regression analysis
- multivariate regression
- statistical power
- independent variables
- linear model
- variable selection
- confidence intervals
- vc dimension
- random sample
- target variable
- gaussian process
- variance reduction
- progressive sampling
- worst case
- statistical hypothesis testing
- regression trees
- linear regression
- feature selection