Power and sample size calculations for Poisson and zero-inflated Poisson regression models.
Nabil ChannoufMarc FredetteBrenda MacGibbonPublished in: Comput. Stat. Data Anal. (2014)
Keyphrases
- sample size
- regression model
- model selection
- random sampling
- hyperparameters
- linear model
- cross validation
- regression analysis
- regression methods
- upper bound
- closed form
- statistical hypothesis testing
- small sample
- multivariate regression
- small samples
- progressive sampling
- confidence intervals
- vc dimension
- gaussian process
- prediction model
- regression trees
- random sample
- explanatory variables
- lower bound
- independent variables
- decision trees
- variance reduction
- extreme values
- evolutionary algorithm
- optimal solution