Model Selection in Information Systems Research Using Partial Least Squares Based Structural Equation Modeling.
Pratyush Nidhi SharmaKevin Hyunkyung KimPublished in: ICIS (2012)
Keyphrases
- model selection
- structural equation modeling
- partial least squares
- cross validation
- structural model
- ls svm
- information systems
- dimension reduction
- hyperparameters
- discriminant analysis
- parameter estimation
- variable selection
- regression model
- machine learning
- sample size
- principal component analysis
- factor analysis
- feature selection
- unsupervised learning
- user satisfaction
- statistically significant
- learning algorithm