SoK: I Have the (Developer) Power! Sample Size Estimation for Fisher's Exact, Chi-Squared, McNemar's, Wilcoxon Rank-Sum, Wilcoxon Signed-Rank and t-tests in Developer-Centered Usable Security.
Anna-Marie OrtloffChristian TiefenauMatthew SmithPublished in: SOUPS (2023)
Keyphrases
- sample size
- statistical tests
- chi squared
- model selection
- confidence intervals
- small sample
- upper bound
- progressive sampling
- covariance matrix
- statistical significance
- statistically significant
- information gain
- variance reduction
- hypothesis tests
- wilcoxon rank sum
- machine learning
- random sample
- special case
- learning algorithm