Confidence Intervals and Hypothesis Testing for High-Dimensional Statistical Models.
Adel JavanmardAndrea MontanariPublished in: NIPS (2013)
Keyphrases
- statistical models
- hypothesis testing
- confidence intervals
- high dimensional
- statistical model
- statistical modeling
- sample size
- parameter estimation
- markov chain
- low dimensional
- chi square
- data points
- feature space
- monte carlo
- conditional probabilities
- hypothesis tests
- high dimensional data
- test set
- roc curve
- learning algorithm
- statistical methods
- statistical analysis
- model selection
- maximum likelihood
- graphical models
- pairwise
- reinforcement learning