On the relationships among latent variables and residuals in PLS path modeling: The formative-reflective scheme.
Giorgio VittadiniSimona C. MinottiMarco FattorePietro Giorgio LovaglioPublished in: Comput. Stat. Data Anal. (2007)
Keyphrases
- latent variables
- probabilistic model
- posterior distribution
- random variables
- hierarchical model
- latent variable models
- causal relationships
- topic models
- prior knowledge
- gaussian process
- variational bayes
- real valued
- hidden variables
- approximate inference
- structured output
- factor graphs
- observational data
- structural svms
- max margin
- latent space
- structured prediction
- least squares
- generative model
- expectation maximization
- bayesian networks
- feature selection