2 papers
stat.ME2025
Inference of high-dimensional weak instrumental variable regression models without ridge-regularization
Jiarong Ding, Xu Guo, Yanmei Shi +1
Inference of instrumental variable regression models with many weak instruments attracts many attentions recently. To extend the classical Anderson-Rubin test to high-dimensional s…
cs.LG2024
Constructing Confidence Intervals for Average Treatment Effects from Multiple Datasets
Yuxin Wang, Maresa Schröder, Dennis Frauen +3
Constructing confidence intervals (CIs) for the average treatment effect (ATE) from patient records is crucial to assess the effectiveness and safety of drugs. However, patient rec…