85 citations · 87 across the 7 of their papers we have counts for
7 papers
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…
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…
A note on bounded distance-based information loss metrics for statistical disclosure control of numeric microdata
Elias Chaibub Neto
In the field of statistical disclosure control, the tradeoff between data confidentiality and data utility is measured by comparing disclosure risk and information loss metrics. Di…
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…
Towards personalized causal inference of medication response in mobile health: an instrumental variable approach for randomized trials with imperfect compliance
Elias Chaibub Neto, Ross L Prentice, Brian M Bot +5
Mobile health studies can leverage longitudinal sensor data from smartphones to guide the application of personalized medical interventions. In this paper, we propose that adoption…
Identifying robust communities and multi-community nodes by combining top-down and bottom-up approaches to clustering
Chris Gaiteri, Mingming Chen, Boleslaw Szymanski +9
Biological functions are carried out by groups of interacting molecules, cells or tissues, known as communities. Membership in these communities may overlap when biological compone…
Speeding up bootstrap computations: a vectorized implementation for statistics based on sample moments
E. Chaibub Neto
In this note we propose a vectorized implementation of the non-parametric bootstrap for statistics based on sample moments. Basically, we adopt the multinomial sampling formulation…