逻辑回归诊断：了解模型对结果的预测效果。 - Suppr

Logistic Regression Diagnostics: Understanding How Well a Model Predicts Outcomes.

作者信息

Meurer William J, Tolles Juliana

机构信息

Departments of Emergency Medicine and Neurology, University of Michigan, Ann Arbor.

Department of Emergency Medicine, Harbor-UCLA Medical Center, Torrance, California3Los Angeles Biomedical Research Institute, Torrance, California4David Geffen School of Medicine at UCLA, Los Angeles, California.

出版信息

JAMA. 2017 Mar 14;317(10):1068-1069. doi: 10.1001/jama.2016.20441.

DOI:10.1001/jama.2016.20441

PMID:28291878

Abstract

摘要

相似文献

Logistic Regression Diagnostics: Understanding How Well a Model Predicts Outcomes.

JAMA. 2017 Mar 14;317(10):1068-1069. doi: 10.1001/jama.2016.20441.

[Logistic regression: a useful tool in rehabilitation research].

Rehabilitation (Stuttg). 2008 Feb;47(1):56-62. doi: 10.1055/s-2007-992790.

How to deal with continuous and dichotomic outcomes in epidemiological research: linear and logistic regression analyses.

Nephron Clin Pract. 2011;118(4):c399-406. doi: 10.1159/000324049. Epub 2011 Feb 23.

Should metacognition be measured by logistic regression?

Conscious Cogn. 2017 Mar;49:291-312. doi: 10.1016/j.concog.2017.02.007. Epub 2017 Feb 23.

Primer on multiple regression models for diagnostic imaging research.

Radiology. 2003 Nov;229(2):305-10. doi: 10.1148/radiol.2292030324.

Predicting 30-day Hospital Readmission with Publicly Available Administrative Database. A Conditional Logistic Regression Modeling Approach.

Methods Inf Med. 2015;54(6):560-7. doi: 10.3414/ME14-02-0017. Epub 2015 Nov 9.

On the analysis of composite measures of quality in medical research.

Stat Methods Med Res. 2017 Apr;26(2):633-660. doi: 10.1177/0962280214553330. Epub 2014 Oct 8.

[Logistic regression and epidemiology. I].

Rev Epidemiol Sante Publique. 1991;39(1):79-87.

Secure Multi-pArty Computation Grid LOgistic REgression (SMAC-GLORE).

BMC Med Inform Decis Mak. 2016 Jul 25;16 Suppl 3(Suppl 3):89. doi: 10.1186/s12911-016-0316-1.

Building interpretable predictive models for pediatric hospital readmission using Tree-Lasso logistic regression.

Artif Intell Med. 2016 Sep;72:12-21. doi: 10.1016/j.artmed.2016.07.003. Epub 2016 Jul 29.

引用本文的文献

Integrating Deep Learning and Radiomics in Differentiating Papillary Thyroid Microcarcinoma from Papillary Thyroid Carcinoma with Ultrasound Images.

Cancer Manag Res. 2025 Jul 8;17:1339-1349. doi: 10.2147/CMAR.S507943. eCollection 2025.

Preoperative hemorrhagic risk stratification in pediatric moyamoya disease: a multi-institutional propensity score-matched analysis.

Int J Surg. 2025 Sep 1;111(9):5821-5833. doi: 10.1097/JS9.0000000000002677. Epub 2025 Jun 12.

Prevalence of family-based elder abuse and its associated factors in Gandaki Province of Western Nepal: A cross-sectional study.

PLoS One. 2025 May 14;20(5):e0323713. doi: 10.1371/journal.pone.0323713. eCollection 2025.

BMI matters: understanding the link between weight and severe psoriasis.

Sci Rep. 2025 Apr 1;15(1):11158. doi: 10.1038/s41598-025-94505-0.

Developing a high-performance AI model for spontaneous intracerebral hemorrhage mortality prediction using machine learning in ICU settings.

BMC Med Inform Decis Mak. 2025 Mar 28;25(1):149. doi: 10.1186/s12911-025-02984-y.

Predicting all-cause mortality with machine learning among Brazilians aged 50 and over: results from The Brazilian Longitudinal Study of Ageing (ELSI-Brazil).

NPJ Aging. 2025 Mar 28;11(1):22. doi: 10.1038/s41514-025-00210-7.

Machine learning models for prediction of lymph node metastasis in patients with gastric cancer: a Chinese single-centre study with external validation in an Asian American population.

BMJ Open. 2025 Mar 25;15(3):e098476. doi: 10.1136/bmjopen-2024-098476.

Correlation of visceral adiposity index and dietary profile with cardiovascular disease based on decision tree modeling: a cross-sectional study of NHANES.

Eur J Med Res. 2025 Feb 22;30(1):123. doi: 10.1186/s40001-025-02340-w.

The relationship between activities of daily living and speech impediments based on evidence from statistical and machine learning analyses.

Front Public Health. 2025 Feb 6;13:1491527. doi: 10.3389/fpubh.2025.1491527. eCollection 2025.

Multi-slice computed tomography radiomics combined with serum alpha-L-fucosidase: a potential biomarker for precise identification of pleomorphic adenoma and Warthin tumor.

Transl Cancer Res. 2024 Dec 31;13(12):6793-6806. doi: 10.21037/tcr-24-871. Epub 2024 Dec 27.

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

Logistic Regression Diagnostics: Understanding How Well a Model Predicts Outcomes.

作者信息

机构信息

出版信息

相似文献

引用本文的文献

文献AI研究员

用中文搜PubMed

文档翻译

Suppr 超能文献

Logistic Regression Diagnostics: Understanding How Well a Model Predicts Outcomes.

作者信息

机构信息

出版信息

相似文献

引用本文的文献