The prediction accuracy of dynamic mixed-effects models in clustered data

被引:0
作者
Brian S. Finkelman
Benjamin French
Stephen E. Kimmel
机构
[1] University of Pennsylvania,Center for Clinical Epidemiology and Biostatistics, Department of Biostatistics and Epidemiology, Perelman School of Medicine
[2] University of Pennsylvania,Center for Therapeutic Effectiveness Research, Perelman School of Medicine
[3] University of Pennsylvania,Department of Medicine, Cardiovascular Division, Perelman School of Medicine
来源
BioData Mining | / 9卷
关键词
Dynamic modeling; Bayesian statistics; Mixed-effects models; Prediction; Clustered data; Generalizability;
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
相关论文
共 117 条
  • [1] Yap C-H(2006)Validation of the EuroSCORE model in Australia Eur J Cardiothorac Surg 29 441-6
  • [2] Reid C(2013)Dynamic prediction modeling approaches for cardiac surgery Circ Cardiovasc Qual Outcomes 6 649-58
  • [3] Yii M(2005)The Wells Rule Does Not Adequately Rule Out Deep Venous Thrombosis in Primary Care Patients Ann Intern Med 143 100-7
  • [4] Rowland MA(2008)Statistical models and patient predictors of readmission for heart failure: a systematic review Arch Intern Med 168 1371-86
  • [5] Mohajeri M(2014)Hospital and geographic variability in two colorectal cancer surgery outcomes: complications and mortality after complications Ann Surg Oncol 21 2659-66
  • [6] Skillington PD(2014)The cumulative risk of false-positive screening results across screening centres in the Norwegian Breast Cancer Screening Program Eur J Radiol 83 1639-44
  • [7] Hickey GL(2013)Impact of the center on graft failure after liver transplantation Liver Transpl 19 957-64
  • [8] Grant SW(2011)Physician-specific variation in medication adherence among diabetes patients Am J Manag Care 17 729-36
  • [9] Caiado C(1999)David Draper and E. I. George, and a rejoinder by the authors Stat Sci 14 382-417
  • [10] Kendall S(1996)Bagging predictors Mach Learn 24 123-40