Differentially Private Chi-Squared Hypothesis Testing: Goodness of Fit and Independence Testing.
Marco GaboardiHyun-Woo LimRyan M. RogersSalil P. VadhanPublished in: CoRR (2016)
Keyphrases
- hypothesis testing
- goodness of fit
- differentially private
- chi squared
- information gain
- chi square
- statistical tests
- contingency tables
- differential privacy
- confidence intervals
- mutual information
- cross entropy
- feature selection
- text categorization
- decision trees
- naive bayes
- test statistic
- correlation coefficient
- statistical analysis
- sample size
- test set
- data mining techniques
- statistical methods