基本信息
浏览量:426
职业迁徙
个人简介
Dr. Li is a behavioral statistician with a joint appointment in the Department of Psychiatry & Behavioral Sciences and the Department of Epidemiology and Biostatistics. His expertise is in Bayesian Item Response Theory and Bayesian Multilevel Modeling. His current research focuses on Bayesian Nonparametric methods in psychology as well as Patient-Reported Outcomes data analysis using Machine Learning analytics, including Dirichlet Process Mixture Modeling (PMID: 31217637) on psychological symptom clusters for patients with advanced/terminal cancer near the end of life and Latent Dirichlet Allocation to score patients’ quality of life (PMID: 30798421). Clinicians are no longer restricted by conventional QOL surveys which rely on fixed (and often lengthy) surveys that routinely neglect each patient’s idiosyncratic goals and priorities. Patients’ goals can now be incorporated to enhance conventional data from fixed-length QOL measures. Dr. Li also works on making these revolutionary ideas accessible to behavioral scientists in his tutorials on Bayesian psychometric methods (PMID: 29424559, 22362655, 27193366).
研究兴趣
论文共 250 篇作者统计合作学者相似作者
按年份排序按引用量排序主题筛选期刊级别筛选合作者筛选合作机构筛选
时间
引用量
主题
期刊级别
合作者
合作机构
Yuchen Sun, Joshua Hammons, Daniel Champion, Pinaki Das, Ray Gunawidjaja,Yuelin Li, Adam Schuman,Nicholas Sinclair, Yoshimasa Toyoda,Trevor Willey, Alison M Saunders, Jon H Eggert, Jesse Pino
The Review of scientific instrumentsno. 12 (2024)
Sunny Nalavenkata,Oskar Bergengren, Zara McPartland, Daniela Shill, Khadra Dualeh,Kathleen Lynch,Nicholas Emard, Sene Martin,Mia Austria,Gabriel Ogbennaya, Jason Gonsky,Andrew Vickers,Angela Fagerlin,Yuelin Li,Jada G. Hamilton,Jennifer Hay,Sigrid Carlsson
引用0浏览0引用
0
0
加载更多
作者统计
#Papers: 247
#Citation: 4329
H-Index: 27
G-Index: 60
Sociability: 7
Diversity: 3
Activity: 23
合作学者
合作机构
D-Core
- 合作者
- 学生
- 导师
数据免责声明
页面数据均来自互联网公开来源、合作出版商和通过AI技术自动分析结果,我们不对页面数据的有效性、准确性、正确性、可靠性、完整性和及时性做出任何承诺和保证。若有疑问,可以通过电子邮件方式联系我们:report@aminer.cn