我们的事业：从观察数据中得出因果推断这一潜在合理的工作。 - Suppr

Suppr

超能文献

Causa Nostra: The Potentially Legitimate Business of Drawing Causal Inferences From Observational Data.

作者信息

Rogers James A

机构信息

Metrum Research Group, Tariffville, Connecticut, USA.

出版信息

CPT Pharmacometrics Syst Pharmacol. 2019 May;8(5):253-255. doi: 10.1002/psp4.12395. Epub 2019 Mar 6.

DOI:10.1002/psp4.12395

PMID:30762316

原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC6539667/

Abstract

摘要

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7e39/6539667/a40a0cfcf1d5/PSP4-8-253-g001.jpg

相似文献

Causa Nostra: The Potentially Legitimate Business of Drawing Causal Inferences From Observational Data.

CPT Pharmacometrics Syst Pharmacol. 2019 May;8(5):253-255. doi: 10.1002/psp4.12395. Epub 2019 Mar 6.

Meeting report: Systems Biology of Microorganisms.

Biotechnol J. 2010 Jul;5(7):641-5. doi: 10.1002/biot.201000081.

The 6th IFAC Symposium on Modelling and Control in Biomedical Systems. Preface.

Comput Methods Programs Biomed. 2008 Feb;89(2):99-101. doi: 10.1016/j.cmpb.2007.11.001.

The visualizations transforming biology.

Nature. 2016 Jul 7;535(7610):187-8. doi: 10.1038/535187a.

Preface: Selected Articles of the Second International Conference on Algorithms for Computational Biology (AlCoB 2015).

J Comput Biol. 2017 Feb;24(2):91-92. doi: 10.1089/cmb.2017.29005.ahd.

ISMB 2006.

PLoS Comput Biol. 2006 Feb;2(2):e11. doi: 10.1371/journal.pcbi.0020011.

Preface: Selected Articles from 2015 Computational Structural Bioinformatics Workshop.

J Comput Biol. 2017 Jan;24(1):1. doi: 10.1089/cmb.2017.29004.jh.

Special Issue Preface: The 9th Computational Structural Bioinformatics Workshop.

J Comput Biol. 2018 Jan;25(1):1-2. doi: 10.1089/cmb.2018.29010.jh.

Introduction to selected papers from the 8th International Conference on Bioinformatics and Computational Biology (BICOB 2016).

J Bioinform Comput Biol. 2017 Jun;15(3):1702002. doi: 10.1142/S0219720017020024. Epub 2017 Jun 1.

Systems biology intertwines with single cell and AI.

BMC Bioinformatics. 2019 May 1;20(Suppl 7):204. doi: 10.1186/s12859-019-2731-7.

引用本文的文献

Nonlinear mixed-effects modeling as a method for causal inference to predict exposures under desired within-subject dose titration schemes.

CPT Pharmacometrics Syst Pharmacol. 2025 Jan;14(1):68-81. doi: 10.1002/psp4.13239. Epub 2024 Oct 24.

An introduction to causal inference for pharmacometricians.

CPT Pharmacometrics Syst Pharmacol. 2023 Jan;12(1):27-40. doi: 10.1002/psp4.12894. Epub 2022 Dec 8.

Estimands-What they are and why they are important for pharmacometricians.

CPT Pharmacometrics Syst Pharmacol. 2021 Apr;10(4):279-282. doi: 10.1002/psp4.12617.

本文引用的文献

Targeted maximum likelihood estimation for a binary treatment: A tutorial.

Stat Med. 2018 Jul 20;37(16):2530-2546. doi: 10.1002/sim.7628. Epub 2018 Apr 23.

Implementation of G-computation on a simulated data set: demonstration of a causal inference technique.

Am J Epidemiol. 2011 Apr 1;173(7):731-8. doi: 10.1093/aje/kwq472. Epub 2011 Mar 16.

Diversity of mechanism-based pharmacodynamic models.

Drug Metab Dispos. 2003 May;31(5):510-8. doi: 10.1124/dmd.31.5.510.

Comparison of treatment of renal calculi by open surgery, percutaneous nephrolithotomy, and extracorporeal shockwave lithotripsy.

Br Med J (Clin Res Ed). 1986 Mar 29;292(6524):879-82. doi: 10.1136/bmj.292.6524.879.

文献AI研究员

20分钟写一篇综述，助力文献阅读效率提升50倍。

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

文档翻译

学术文献翻译模型，支持多种主流文档格式。

立即体验

相似文献

Causa Nostra: The Potentially Legitimate Business of Drawing Causal Inferences From Observational Data.

CPT Pharmacometrics Syst Pharmacol. 2019 May;8(5):253-255. doi: 10.1002/psp4.12395. Epub 2019 Mar 6.

Meeting report: Systems Biology of Microorganisms.

Biotechnol J. 2010 Jul;5(7):641-5. doi: 10.1002/biot.201000081.

The 6th IFAC Symposium on Modelling and Control in Biomedical Systems. Preface.

Comput Methods Programs Biomed. 2008 Feb;89(2):99-101. doi: 10.1016/j.cmpb.2007.11.001.

The visualizations transforming biology.

Nature. 2016 Jul 7;535(7610):187-8. doi: 10.1038/535187a.

Preface: Selected Articles of the Second International Conference on Algorithms for Computational Biology (AlCoB 2015).

J Comput Biol. 2017 Feb;24(2):91-92. doi: 10.1089/cmb.2017.29005.ahd.

ISMB 2006.

PLoS Comput Biol. 2006 Feb;2(2):e11. doi: 10.1371/journal.pcbi.0020011.

Preface: Selected Articles from 2015 Computational Structural Bioinformatics Workshop.

J Comput Biol. 2017 Jan;24(1):1. doi: 10.1089/cmb.2017.29004.jh.

Special Issue Preface: The 9th Computational Structural Bioinformatics Workshop.

J Comput Biol. 2018 Jan;25(1):1-2. doi: 10.1089/cmb.2018.29010.jh.

Introduction to selected papers from the 8th International Conference on Bioinformatics and Computational Biology (BICOB 2016).

J Bioinform Comput Biol. 2017 Jun;15(3):1702002. doi: 10.1142/S0219720017020024. Epub 2017 Jun 1.

Systems biology intertwines with single cell and AI.

BMC Bioinformatics. 2019 May 1;20(Suppl 7):204. doi: 10.1186/s12859-019-2731-7.

引用本文的文献

Nonlinear mixed-effects modeling as a method for causal inference to predict exposures under desired within-subject dose titration schemes.

CPT Pharmacometrics Syst Pharmacol. 2025 Jan;14(1):68-81. doi: 10.1002/psp4.13239. Epub 2024 Oct 24.

An introduction to causal inference for pharmacometricians.

CPT Pharmacometrics Syst Pharmacol. 2023 Jan;12(1):27-40. doi: 10.1002/psp4.12894. Epub 2022 Dec 8.

Estimands-What they are and why they are important for pharmacometricians.

CPT Pharmacometrics Syst Pharmacol. 2021 Apr;10(4):279-282. doi: 10.1002/psp4.12617.

本文引用的文献

Targeted maximum likelihood estimation for a binary treatment: A tutorial.

Stat Med. 2018 Jul 20;37(16):2530-2546. doi: 10.1002/sim.7628. Epub 2018 Apr 23.

Implementation of G-computation on a simulated data set: demonstration of a causal inference technique.

Am J Epidemiol. 2011 Apr 1;173(7):731-8. doi: 10.1093/aje/kwq472. Epub 2011 Mar 16.

Diversity of mechanism-based pharmacodynamic models.

Drug Metab Dispos. 2003 May;31(5):510-8. doi: 10.1124/dmd.31.5.510.

Comparison of treatment of renal calculi by open surgery, percutaneous nephrolithotomy, and extracorporeal shockwave lithotripsy.

Br Med J (Clin Res Ed). 1986 Mar 29;292(6524):879-82. doi: 10.1136/bmj.292.6524.879.