期刊文献+

剂量-反应Meta分析模型中缺失值的评估及效应指标的转换 被引量:10

How to Estimate the Missing Data and Transform the Eff ect Measure in Dose-response Meta-analysis
原文传递
导出
摘要 剂量-反应关系模型在流行病学领域应用广泛,在循证医学领域,其也得到了广泛应用。剂量-反应Meta分析对于原始研究数据的依赖度较高,但原始研究常因未提供所需有效数据而给分析带来困难。通过向原始研究作者索取数据的途径效率与应答率均较低,因此,缺失值估计及转换显得尤为重要。本文归纳了几种常见缺失值,并就如何使用已有信息进行缺失值估计及效应指标转换进行探讨。 Dose-response relationship model has been widely used in epidemiology studies, as well as in evidencebased medicine area. In dose-response meta-analysis, the results are highly depended on the raw data. However, many primary studies did not provide sufficient data and led the difficulties in data analysis. The efficiency and response rate of collecting the raw data from original authors were always low, thus, evaluating and transforming the missing data is very important. In this paper, we summarized several types of missing data, and introduced how to estimate the missing data and transform the effect measure using the existed information.
出处 《中国循证医学杂志》 CSCD 2015年第8期984-987,共4页 Chinese Journal of Evidence-based Medicine
关键词 剂量-反应关系 META分析 缺失值 Dose-response relationship Meta-analysis Missing data
  • 相关文献

参考文献3

二级参考文献24

  • 1Easton DF, Peto J, Babiker AG. Floating absolute risk: an alternative to relative risk in survival and case-control analysis avoiding an arbitrary reference group. Stat Med, 1991,10 : 1025- 1035. 被引量:1
  • 2Greenland S,Michels KB, Robins JM, et al. Presenting statistical uncertainty in trends and dose-response relations. Am J Epidemiol, 1999,149 : 1077-1086. 被引量:1
  • 3Arbogast PG. Performance of floating absolute risks. Am J Epidemiol, 2005,162 : 487-490. 被引量:1
  • 4Feigin V, Parag V, Lawes CM, et al. Smoking and elevated blood pressure are the most important risk factors for subarachnoid hemorrhage in the Asia-Pacific region: an overview of 26 cohorts involving 306 620 participants. Stroke, 2005,36 (7) : 1360-1365. 被引量:1
  • 5Easton I),Peto J. Re: "Presenting statistical uncertainty in trends and dose-response relations. " ( Letter). Am J Epidemiol, 2000, 152:393-394. 被引量:1
  • 6Plummer M. Improved estimates of floating absolute risk. Stat Med, 2004,23 : 93-104. 被引量:1
  • 7Woodward M. Epidemiology: study design and data analysis. 2nd ed. Boca Raton: Chapman & Hall/CRC Press, 2005. 被引量:1
  • 8Prospective Studies Collaboration. Cholesterol, diastolic blood pressure, and stroke: 13 000 strokes in 450 000 people in 45 prospective cohorts. Prospective studies collaboration. Lancet, 1995,346 : 1647-1653. 被引量:1
  • 9Asia Pacific Cohort Studies Collaboration. Serum triglycerides as a risk factor for cardiovascular diseases in the Asia-Pacific Region. Circulation, 2004,110 : 2678-2686. 被引量:1
  • 10Boffetta P. Serum eotinine level as predictor of lung cancer risk. Cancer Epidemiol Biomarkers Prevention, 2006,15 : 1184-1188. 被引量:1

共引文献34

同被引文献68

  • 1曾宪涛, 主编. 应用STATA做Meta分析. 北京: 军事医学科学出版社, 2014. 被引量:2
  • 2曾宪涛,主编.应用STATA做Meta分析.第1版.北京:军事医学科学出版社,2014: 120-131. 被引量:3
  • 3Sauerbrei W, Royston P. A new strategy for meta-analysis of continuous covariates in observational studies. Stat Med, 2011, 30(28): 3341-3360. 被引量:1
  • 4Guyatt GH, Oxman AD, Vist GE, et al. GRADE: an emerging consensus on rating quality of evidence and strength of recommendations. BM], 2008, 336(7650): 924-946. 被引量:1
  • 5Royston P, Ambler G, Sauerbrei W. The use of fractional polynomials to model continuous risk variables in epidemiology. Int ] Epiderniol, 1999, 28(5): 964-974. 被引量:1
  • 6Royston P. A strategy for modelling eth effect of a continuous covariate in medicine and epidemiology. Star Meal, 2000, 19(14): 1831-1847. 被引量:1
  • 7Orsini N, Li R, Wolk A, et al. Meta-analysis for linear and nonlinear dose-response relations: examples, an evaluation of approximations, and software. Am ]Epiderniol, 2012, 175(1): 66-73. 被引量:1
  • 8Gasparrini A, Armstrong B. Multivariate meta-analysis: a method to summarize non-linear associations. Stat Med, 2011, 30(20): 2504- 2506. 被引量:1
  • 9Qin L, Cook NR, Bergstrom A, et al. A two-stage hierarchical regression model for meta-analysis of epidemiologic nonlinear dose-response data. CS & DA, 2009, 53(12): 4157-4167. 被引量:1
  • 10Mills PK, Beeson WL, Phillips RL, Fraser GE. Cohort study of diet, lifestyle, and prostate cancer in Adventist men. Cancer, 1989, 64(3): 598-604. 被引量:1

引证文献10

二级引证文献36

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部