Search Results - "Cai, Dingjiao"

Testing causal effects in observational survival data using propensity score matching design by Lu, Bo, Cai, Dingjiao, Tong, Xingwei

“…Time‐to‐event data are very common in observational studies. Unlike randomized experiments, observational studies suffer from both observed and unobserved…”
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MAXIMUM LIKELIHOOD ESTIMATION IN TRANSFORMED LINEAR REGRESSION WITH NONNORMAL ERRORS by Tong, Xingwei, Gao, Fuqing, Chen, Kani, Cai, Dingjiao, Sun, Jianguo

“…This paper discusses the transformed linear regression with non-normal error distributions, a problem that often occurs in many areas such as economics and…”
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Robust nonparametric estimation of average treatment effects: A propensity score‐based varying coefficient approach by Tian, Zhaoqing, Wu, Peng, Yang, Zixin, Cai, Dingjiao, Hu, Qirui

“…We present a novel nonparametric approach for estimating average treatment effects (ATEs), addressing a fundamental challenge in causal inference research,…”
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Inference for proportional hazard model with propensity score by Lu, Bo, Cai, Dingjiao, Wang, Luheng, Tong, Xingwei, Xiang, Huiyun

“…Since the publication of the seminal paper by Cox (1972), proportional hazard model has become very popular in regression analysis for right censored data. In…”
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Maximum likelihood estimation for the proportional odds model with mixed interval-censored failure time data by Zhu, Liang, Tong, Xingwei, Cai, Dingjiao, Li, Yimei, Sun, Ryan, Srivastava, Deo K., Hudson, Melissa M.

“…This article discusses regression analysis of mixed interval-censored failure time data. Such data frequently occur across a variety of settings, including…”
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