We consider the problem of calibration and the GREG method as suggested and studied in Deville and Sarndal (1992). We show that a GREG type estimator is typically not minimal variance unbiased estimator even asymptotically. We suggest a similar estimator which is unbiased but is asymptotically with a minimal variance.
Karlsruhe Institute of Technology(卡尔斯鲁厄理工学院);ETH Zurich(苏黎世联邦理工学院);Tsinghua University(清华大学);HOCH Health Ostschweiz, Kantonsspital St. Gallen(瑞士东部健康组织,圣加仑州立医院)
Calibration Strategies for Robust Causal Estimation: Theoretical and Empirical Insights on Propensity Score-Based Estimators
Economic AI, Nürnberger Str. 262 A, 93059 Regensburg, Bayern, Germany(经济人工智能,德国雷根施塔特);Chair of Statistics with Application in Business Analytics, University of Hamburg Business School, Moorweidenstr. 18, 20148 Hamburg, Hamburg, Germany(商务分析统计学系,汉堡大学商业学院);Chair of Mathematics and Statistics in Economics, University of Hamburg Business School, Von-Melle-Park 5, 20146 Hamburg, Hamburg, Germany(经济学数学与统计学系,汉堡大学商业学院);Düsseldorf Institute for Competition Economics, Heinrich Heine University Düsseldorf, Universitätstr. 1, 20225 Düsseldorf, Nordrhein-Westphalen, Germany(多特蒙德竞争经济学研究所,杜伊斯堡-艾森大学)
A Critical Perspective on Finite Sample Conformal Prediction Theory in Medical Applications
Max Planck Institute for Intelligent Systems, Germany(德国马克斯·普朗克智能系统研究所);Tübingen AI Center, Germany(图宾根人工智能中心);ELLIS Institute Tübingen, Germany(图宾根ELLIS研究所);Department of Digital Medicine, University of Bern, Switzerland(伯恩大学数字医学系);Department of Diabetes, Endocrinology, Nutritional Medicine and Metabolism UDEM, Inselspital, Bern University Hospital, University of Bern, Switzerland(伯恩大学糖尿病、内分泌学、营养医学和代谢学系);Diabetes Center Berne, Bern, Switzerland(伯恩糖尿病中心);University of Tübingen, Germany(图宾根大学);University of Lucerne, Switzerland(卢塞恩大学)
When Unpaired Sets Support Shared-Corruption Calibration: Moment Geometry and Two-Sample Precision
University of California, San Diego(加州大学圣地亚哥分校);University of Michigan, Ann Arbor(密歇根大学安娜堡分校);Boston College(波士顿学院);ShanghaiTech University(上海科技大学);South China University of Technology(华南理工大学);Tsinghua University(清华大学);Huazhong University of Science and Technology(华中科技大学)