3 papers
stat.CO2024
Computationally efficient permutation tests for the multivariate two-sample problem based on energy distance or maximum mean discrepancy statistics
Elias Chaibub Neto
Non-parametric two-sample tests based on energy distance or maximum mean discrepancy are widely used statistical tests for comparing multivariate data from two populations. While t…
stat.AP2023
Statistical disclosure control for numeric microdata via sequential joint probability preserving data shuffling
Elias Chaibub Neto
Traditional perturbative statistical disclosure control (SDC) approaches such as microaggregation, noise addition, rank swapping, etc, perturb the data in an ``ad-hoc" way in the s…
stat.AP2016
Using instrumental variables to disentangle treatment and placebo effects in blinded and unblinded randomized clinical trials influenced by unmeasured confounders
Elias Chaibub Neto
Clinical trials traditionally employ blinding as a design mechanism to reduce the influence of placebo effects. In practice, however, it can be difficult or impossible to blind stu…