2 papers
math.ST2026
Differentially Private Joint Independence Test
Xingwei Liu, Yuexin Chen, Jin-Ting Zhang +1
Identification of joint dependence among several random vectors plays an important role in many statistical applications, where the data may contain sensitive or confidential infor…
stat.ME2024
Effective Positive Cauchy Combination Test
Yanyan Ouyang, Xingwei Liu, Lixing Zhu +1
In the field of multiple hypothesis testing, combining p-values represents a fundamental statistical method. The Cauchy combination test (CCT) (Liu and Xie, 2020) excels among nume…