Handling Missing Data in a Duloxetine Population Pharmacokinetic/Pharmacodynamic Model – Imputation Methods and Selection Models

被引:0
|
作者
Eunice Yuen
Ivelina Gueorguieva
Leon Aarons
机构
[1] Eli Lilly and Co.,Global PK/PD and Pharmacometrics
[2] University of Manchester,Manchester Pharmacy School
来源
Pharmaceutical Research | 2014年 / 31卷
关键词
Bayesian methods; dropout; imputation methods; population pharmacokinetics/pharmacodynamics; selection model;
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
页码:2829 / 2843
页数:14
相关论文
共 50 条
  • [1] Handling Missing Data in a Duloxetine Population Pharmacokinetic/Pharmacodynamic Model - Imputation Methods and Selection Models
    Yuen, Eunice
    Gueorguieva, Ivelina
    Aarons, Leon
    PHARMACEUTICAL RESEARCH, 2014, 31 (10) : 2829 - 2843
  • [2] Imputation is beneficial for handling missing data in predictive models
    Steyerberg, Ewout W.
    van Veen, Mirjam
    JOURNAL OF CLINICAL EPIDEMIOLOGY, 2007, 60 (09) : 979 - 979
  • [3] Performance of Methods for Handling Missing Categorical Covariate Data in Population Pharmacokinetic Analyses
    Ron J. Keizer
    Anthe S. Zandvliet
    Jos H. Beijnen
    Jan H. M. Schellens
    Alwin D. R. Huitema
    The AAPS Journal, 2012, 14 : 601 - 611
  • [4] Performance of Methods for Handling Missing Categorical Covariate Data in Population Pharmacokinetic Analyses
    Keizer, Ron J.
    Zandvliet, Anthe S.
    Beijnen, Jos H.
    Schellens, Jan H. M.
    Huitema, Alwin D. R.
    AAPS JOURNAL, 2012, 14 (03): : 601 - 611
  • [5] Imputation methods for missing data for polygenic models
    Brooke Fridley
    Kari Rabe
    Mariza de Andrade
    BMC Genetics, 4
  • [6] Imputation methods for missing data for polygenic models
    Fridley, B
    Rabe, K
    de Andrade, M
    BMC GENETICS, 2003, 4 (Suppl 1)
  • [7] Imputation Methods for Handling Missing Dietary Supplement Dosage Data
    Leung, June
    Dwyer, Johanna
    Hibberd, Patricia
    Jacques, Paul
    Rand, William
    JOURNAL OF RENAL NUTRITION, 2010, 20 (05) : 342 - 347
  • [8] Population pharmacokinetic/pharmacodynamic models for duloxetine in the treatment of diabetic peripheral neuropathic pain
    Yuen, E.
    Gueorguieva, I.
    Bueno-Burgos, L.
    Iyengar, S.
    Aarons, L.
    EUROPEAN JOURNAL OF PAIN, 2013, 17 (03) : 382 - 393
  • [9] Missing Data and Imputation Methods
    Schober, Patrick
    Vetter, Thomas R.
    ANESTHESIA AND ANALGESIA, 2020, 131 (05): : 1419 - 1420
  • [10] Evaluation and automatic selection of methods for handling missing data
    Zou, Y
    An, AJ
    Huang, XJ
    2005 IEEE International Conference on Granular Computing, Vols 1 and 2, 2005, : 728 - 733