13 citations · 24 across the 10 of their papers we have counts for
5 papers · 1 filter
Asymptotic in a class of network models with an increasing sub-Gamma degree sequence
Jing Luo, Haoyu Wei, Xiaoyu Lei +1
For the differential privacy under the sub-Gamma noise, we derive the asymptotic properties of a class of network models with binary values with a general link function. In this pa…
Nonparametric Tests of Conditional Independence for Time Series
Xiaojun Song, Haoyu Wei
We propose consistent nonparametric tests of conditional independence for time series data. Our methods are motivated from the difference between joint conditional cumulative distr…
Data-driven Smooth Tests for Normality in ANOVA When the Number of Groups is Large
Peiwen Jia, Xiaojun Song, Haoyu Wei
The normality assumption for random errors is fundamental in the analysis of variance (ANOVA) models. However, it is rarely subjected to formal testing in practice, and theoretical…
Heterogeneous Overdispersed Count Data Regressions via Double Penalized Estimations
Shaomin Li, Haoyu Wei, Xiaoyu Lei
This paper studies the non-asymptotic merits of the double -regularized for heterogeneous overdispersed count data via negative binomial regressions. Under the restricted e…
Sharper Sub-Weibull Concentrations
Huiming Zhang, Haoyu Wei
Constant-specified and exponential concentration inequalities play an essential role in the finite-sample theory of machine learning and high-dimensional statistics area. We obtain…