PLS, Small Sample Size, and Statistical Power in MIS Research.
Dale GoodhueWilliam LewisRonald L. ThompsonPublished in: HICSS (2006)
Keyphrases
- small sample size
- statistical power
- sample size
- partial least squares
- model selection
- upper bound
- statistical tests
- worst case
- experimental design
- face recognition
- computer vision
- linear discriminant analysis
- feature selection
- multiple regression
- ls svm
- dimension reduction
- training set
- nearest neighbor
- active learning
- high dimensional