Model selection and hypothesis testing for large-scale network models with overlapping groups.
Tiago P. PeixotoPublished in: CoRR (2014)
Keyphrases
- model selection
- hypothesis testing
- hypothesis tests
- cross validation
- parameter estimation
- hyperparameters
- sample size
- statistical inference
- mixture model
- regression model
- variable selection
- model selection criteria
- machine learning
- likelihood ratio
- statistical tests
- feature selection
- gaussian process
- selection criterion
- information criterion
- data sets
- automatic model selection
- hypothesis test
- marginal likelihood
- generalization error
- parameter determination
- bayesian framework