Machine learning for causal inference in a realistic prescribing scenario

被引：0

作者：

Breskin, Alexander ^{[1
]}

Zivich, Paul N. ^{[2
]}

机构：

[1] NoviSci, Durham, NC USA

[2] Univ N Carolina, Chapel Hill, NC 27515 USA

来源：

PHARMACOEPIDEMIOLOGY AND DRUG SAFETY | 2020年 / 29卷

关键词：

D O I：

暂无

中图分类号：

R1 [预防医学、卫生学];

学科分类号：

1004 ; 120402 ;

摘要：

4462

引用

页码：369 / 369

页数：1

共 50 条

[31] The value added of machine learning to causal inference: evidence from revisited studies
Baiardi, Anna
Naghi, Andrea A.
ECONOMETRICS JOURNAL, 2024, 27 (02): : 213 - 234
[32] Causal Inference for Personalized Treatment Effect Estimation for given Machine Learning Models
Rust, Johannes
Autexier, Serge
2022 21ST IEEE INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND APPLICATIONS, ICMLA, 2022, : 1289 - 1295
[33] FinTech and Inclusive Green Growth: A Causal Inference Based on Double Machine Learning
Wu, Binhong
Ding, Yuting
Xie, Bangsheng
Zhang, Yu
SUSTAINABILITY, 2024, 16 (22)
[34] Combining machine learning and matching techniques to improve causal inference in program evaluation
Linden, Ariel
Yarnold, Paul R.
JOURNAL OF EVALUATION IN CLINICAL PRACTICE, 2016, 22 (06) : 864 - 870
[35] Vision Paper: Causal Inference for Interpretable and Robust Machine Learning in Mobility Analysis
Xin, Yanan
Tagasovska, Natasa
Perez-Cruz, Fernando
Raubal, Martin
30TH ACM SIGSPATIAL INTERNATIONAL CONFERENCE ON ADVANCES IN GEOGRAPHIC INFORMATION SYSTEMS, ACM SIGSPATIAL GIS 2022, 2022, : 484 - 487
[36] A Roadmap for Using Causal Inference and Machine Learning to Personalize Asthma Medication Selection
Nkoy, Flory L.
Stone, Bryan L.
Zhang, Yue
Luo, Gang
JMIR MEDICAL INFORMATICS, 2024, 12
[37] Registration reform and stock mispricing: Causal inference based on double machine learning
Wang, Yewen
Tang, Jiaxuan
Li, Cheng
RESEARCH IN INTERNATIONAL BUSINESS AND FINANCE, 2025, 73
[38] Making the most of AI and machine learning in organizations and strategy research: Supervised machine learning, causal inference, and matching models
Rathje, Jason
Katila, Riitta
Reineke, Philipp
STRATEGIC MANAGEMENT JOURNAL, 2024, 45 (10) : 1926 - 1953
[39] Continuous Coordination As a Realistic Scenario for Lifelong Learning
Nekoei, Hadi
Badrinaaraayanan, Akilesh
Courville, Aaron
Chandar, Sarath
INTERNATIONAL CONFERENCE ON MACHINE LEARNING, VOL 139, 2021, 139
[40] Credit risk prediction based on causal machine learning: Bayesian network learning, default inference, and interpretation
Liu, Jiaming
Zhang, Xuemei
Xiong, Haitao
JOURNAL OF FORECASTING, 2024, 43 (05) : 1625 - 1660

← 1 2 3 4 5 →