• 文献检索
  • 文档翻译
  • 深度研究
  • 学术资讯
  • Suppr Zotero 插件Zotero 插件
  • 邀请有礼
  • 套餐&价格
  • 历史记录
应用&插件
Suppr Zotero 插件Zotero 插件浏览器插件Mac 客户端Windows 客户端微信小程序
定价
高级版会员购买积分包购买API积分包
服务
文献检索文档翻译深度研究API 文档MCP 服务
关于我们
关于 Suppr公司介绍联系我们用户协议隐私条款
关注我们

Suppr 超能文献

核心技术专利:CN118964589B侵权必究
粤ICP备2023148730 号-1Suppr @ 2026

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验

Linear, nonlinear or categorical: how to treat complex associations in regression analyses? Polynomial transformations and fractional polynomials.

作者信息

Schmidt Carsten Oliver, Ittermann Till, Schulz Andrea, Grabe Hans J, Baumeister Sebastian E

机构信息

Institute for Community Medicine, SHIP-KEF, University Medicine of Greifswald, Walther-Rathenau Str 48, 17475 Greifswald, Germany.

出版信息

Int J Public Health. 2013 Feb;58(1):157-60. doi: 10.1007/s00038-012-0362-0. Epub 2012 May 9.

DOI:10.1007/s00038-012-0362-0
PMID:22569914
Abstract
摘要

相似文献

1
Linear, nonlinear or categorical: how to treat complex associations in regression analyses? Polynomial transformations and fractional polynomials.线性、非线性还是分类变量:如何在回归分析中处理复杂关联?多项式变换和分数多项式。
Int J Public Health. 2013 Feb;58(1):157-60. doi: 10.1007/s00038-012-0362-0. Epub 2012 May 9.
2
Linear, nonlinear or categorical: how to treat complex associations? Splines and nonparametric approaches.线性、非线性还是分类变量:如何处理复杂关联?样条函数和非参数方法。
Int J Public Health. 2013 Feb;58(1):161-5. doi: 10.1007/s00038-012-0363-z. Epub 2012 May 16.
3
Stability of multivariable fractional polynomial models with selection of variables and transformations: a bootstrap investigation.具有变量选择和变换的多变量分数多项式模型的稳定性:一项自助法研究。
Stat Med. 2003 Feb 28;22(4):639-59. doi: 10.1002/sim.1310.
4
Building multivariable regression models with continuous covariates in clinical epidemiology--with an emphasis on fractional polynomials.构建临床流行病学中带有连续协变量的多变量回归模型——重点关注分数多项式。
Methods Inf Med. 2005;44(4):561-71.
5
Using fractional polynomials to model non-linear trends in longitudinal data.使用分数多项式模型对纵向数据中的非线性趋势进行建模。
Br J Math Stat Psychol. 2010 Feb;63(Pt 1):177-203. doi: 10.1348/000711009X431509. Epub 2009 May 29.
6
Estimation of half-life periods in nonlinear data with fractional polynomials.用分数多项式估计非线性数据中的半衰期。
Stat Methods Med Res. 2016 Oct;25(5):1791-1803. doi: 10.1177/0962280213502403. Epub 2013 Sep 2.
7
Metric Transformations and the Filtered Monotonic Polynomial Item Response Model.度量变换与滤波单调多项式项目反应模型。
Psychometrika. 2019 Mar;84(1):105-123. doi: 10.1007/s11336-018-9642-9. Epub 2018 Nov 9.
8
Mixed-model regression analysis and dealing with interindividual differences.混合模型回归分析与个体间差异处理
Methods Enzymol. 2004;384:139-71. doi: 10.1016/S0076-6879(04)84010-2.
9
Effect of nonlinear filters on detrended fluctuation analysis.非线性滤波器对去趋势波动分析的影响。
Phys Rev E Stat Nonlin Soft Matter Phys. 2005 Jan;71(1 Pt 1):011104. doi: 10.1103/PhysRevE.71.011104. Epub 2005 Jan 12.
10
Linear matrix inequality criteria for robust synchronization of uncertain fractional-order chaotic systems.线性矩阵不等式准则在不确定分数阶混沌系统鲁棒同步中的应用。
Chaos. 2011 Dec;21(4):043107. doi: 10.1063/1.3650237.

引用本文的文献

1
Biomechanical Analysis of Micromotion of Proximal Interphalangeal Joint Arthrodeses During Activities of Daily Life In Vitro.日常生活活动中近节指间关节融合微动的体外生物力学分析
J Clin Med. 2025 Jun 21;14(13):4420. doi: 10.3390/jcm14134420.
2
Risk Factors of Age-Related Macular Degeneration in a Population-Based Study: Results from SHIP-TREND-1 (Study of Health in Pomerania-TREND-1).基于人群的研究:SHIP-TREND-1(波美拉尼亚健康研究-TREND-1)中年龄相关性黄斑变性的风险因素。
Med Sci Monit. 2024 May 4;30:e943140. doi: 10.12659/MSM.943140.
3
High Thyroid-Stimulating Hormone and Low Free Triiodothyronine Levels Are Associated with Chronic Kidney Disease in Three Population-Based Studies from Germany.

本文引用的文献

1
[The German version of the Childhood Trauma Questionnaire (CTQ): preliminary psychometric properties].《儿童期创伤问卷(CTQ)德语版:初步心理测量学特性》
Psychother Psychosom Med Psychol. 2010 Nov;60(11):442-50. doi: 10.1055/s-0030-1247564. Epub 2010 Mar 3.
2
Modelling continuous exposures with a 'spike' at zero: a new procedure based on fractional polynomials.用分数多项式建立零值“尖峰”的连续暴露模型:一种新方法。
Stat Med. 2010 May 20;29(11):1219-27. doi: 10.1002/sim.3864.
3
Cohort profile: the study of health in Pomerania.
在德国三项基于人群的研究中,促甲状腺激素水平升高和游离三碘甲状腺原氨酸水平降低与慢性肾脏病相关。
J Clin Med. 2023 Sep 4;12(17):5763. doi: 10.3390/jcm12175763.
4
Kidney function and the risk of sudden cardiac death in the general population.一般人群中的肾功能与心源性猝死风险
Clin Kidney J. 2022 Feb 17;15(8):1524-1533. doi: 10.1093/ckj/sfac049. eCollection 2022 Aug.
5
Association of Media Coverage of Transgender and Gender Diverse Issues With Rates of Referral of Transgender Children and Adolescents to Specialist Gender Clinics in the UK and Australia.媒体对跨性别和性别多样化问题的报道与英国和澳大利亚转介跨性别儿童和青少年到专业性别诊所的比例之间的关联。
JAMA Netw Open. 2020 Jul 1;3(7):e2011161. doi: 10.1001/jamanetworkopen.2020.11161.
6
Assessing the reporting of categorised quantitative variables in observational epidemiological studies.评估观察性流行病学研究中分类定量变量的报告情况。
BMC Health Serv Res. 2017 Mar 14;17(1):201. doi: 10.1186/s12913-017-2137-z.
7
Linking Quality of Work in Midlife to Volunteering During Retirement: a European Study.将中年工作质量与退休后志愿服务联系起来:一项欧洲研究。
J Popul Ageing. 2016;9:113-130. doi: 10.1007/s12062-015-9129-8. Epub 2015 Jul 8.
8
Patterns and predictors of health service use among people with mental disorders in São Paulo metropolitan area, Brazil.巴西圣保罗大都市区精神障碍患者的卫生服务利用模式和预测因素。
Epidemiol Psychiatr Sci. 2017 Feb;26(1):89-101. doi: 10.1017/S2045796016000202. Epub 2016 Apr 12.
9
Normalized lactate load is associated with development of acute kidney injury in patients who underwent cardiopulmonary bypass surgery.标准化乳酸负荷与接受体外循环手术患者急性肾损伤的发生相关。
PLoS One. 2015 Mar 30;10(3):e0120466. doi: 10.1371/journal.pone.0120466. eCollection 2015.
10
Predictive value of lactate in unselected critically ill patients: an analysis using fractional polynomials.未选择的危重症患者乳酸的预测价值:使用分数多项式的分析。
J Thorac Dis. 2014 Jul;6(7):995-1003. doi: 10.3978/j.issn.2072-1439.2014.07.01.
队列简介:波美拉尼亚地区的健康研究。
Int J Epidemiol. 2011 Apr;40(2):294-307. doi: 10.1093/ije/dyp394. Epub 2010 Feb 18.
4
Modeling nonlinear dose-response relationships in epidemiologic studies: statistical approaches and practical challenges.流行病学研究中非线性剂量-反应关系的建模:统计方法和实际挑战。
Dose Response. 2006 May 22;3(4):474-90. doi: 10.2203/dose-response.003.04.004.
5
Dichotomizing continuous predictors in multiple regression: a bad idea.在多元回归中对连续预测变量进行二分法处理:一个糟糕的主意。
Stat Med. 2006 Jan 15;25(1):127-41. doi: 10.1002/sim.2331.
6
A new approach to modelling interactions between treatment and continuous covariates in clinical trials by using fractional polynomials.一种通过使用分数多项式对临床试验中治疗与连续协变量之间的相互作用进行建模的新方法。
Stat Med. 2004 Aug 30;23(16):2509-25. doi: 10.1002/sim.1815.
7
The use of fractional polynomials to model continuous risk variables in epidemiology.在流行病学中使用分数多项式对连续风险变量进行建模。
Int J Epidemiol. 1999 Oct;28(5):964-74. doi: 10.1093/ije/28.5.964.
8
Tests for trend and dose response: misinterpretations and alternatives.趋势和剂量反应检验:误解与替代方法
Am J Epidemiol. 1992 Jan 1;135(1):96-104. doi: 10.1093/oxfordjournals.aje.a116206.