2 papers
stat.ME2025
On Statistical Inference for High-Dimensional Binary Time Series
Dehao Dai, Yunyi Zhang
The analysis of non-real-valued data, such as binary time series, has attracted great interest in recent years. This manuscript proposes a post-selection estimator for estimating t…
math.ST2024
Simultaneous Inference for Non-Stationary Random Fields, with Application to Gridded Data Analysis
Yunyi Zhang, Zhou Zhou
Current statistics literature on statistical inference of random fields typically assumes that the fields are stationary or focuses on models of non-stationary Gaussian fields with…