Sample Size Calculations in Simple Linear Regression: A New Approach.
Tianyuan GuanMohammed Khorshed AlamMarepalli Bhaskara RaoPublished in: Entropy (2023)
Keyphrases
- sample size
- linear regression
- least squares
- model selection
- upper bound
- regression methods
- random sampling
- ridge regression
- small sample
- statistical power
- statistical tests
- regression problems
- locally weighted
- variance reduction
- nonlinear regression
- progressive sampling
- pac learning
- linear models
- regression trees
- regression method
- vc dimension
- high dimensionality
- regression model
- support vector machine svm
- worst case
- statistical hypothesis testing
- lower bound