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
  • [31] Deterministic identifiability of population pharmacokinetic and pharmacokinetic-pharmacodynamic models
    Siripuram, Vijay K.
    Wright, Daniel F. B.
    Barclay, Murray L.
    Duffull, Stephen B.
    JOURNAL OF PHARMACOKINETICS AND PHARMACODYNAMICS, 2017, 44 (05) : 415 - 423
  • [32] Handling Missing Values in Longitudinal Panel Data With Multiple Imputation
    Young, Rebekah
    Johnson, David R.
    JOURNAL OF MARRIAGE AND FAMILY, 2015, 77 (01) : 277 - 294
  • [33] Imputation Estimators for Unnormalized Models with Missing Data
    Uehara, Masatoshi
    Matsuda, Takeru
    Kim, Jae Kwang
    INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE AND STATISTICS, VOL 108, 2020, 108
  • [34] Handling missing data in trees: Surrogate splits or statistical imputation?
    Feelders, A
    PRINCIPLES OF DATA MINING AND KNOWLEDGE DISCOVERY, 1999, 1704 : 329 - 334
  • [35] Hot Deck Multiple Imputation for Handling Missing Accelerometer Data
    Nicole M. Butera
    Siying Li
    Kelly R. Evenson
    Chongzhi Di
    David M. Buchner
    Michael J. LaMonte
    Andrea Z. LaCroix
    Amy Herring
    Statistics in Biosciences, 2019, 11 : 422 - 448
  • [36] Hot Deck Multiple Imputation for Handling Missing Accelerometer Data
    Butera, Nicole M.
    Li, Siying
    Evenson, Kelly R.
    Di, Chongzhi
    Buchner, David M.
    LaMonte, Michael J.
    LaCroix, Andrea Z.
    Herring, Amy
    STATISTICS IN BIOSCIENCES, 2019, 11 (02) : 422 - 448
  • [37] Comparing Methods for Handling Missing Data
    Roda, Celina
    Nicolis, Ioannis
    Momas, Isabelle
    Guihenneuc-Jouyaux, Chantal
    EPIDEMIOLOGY, 2013, 24 (03) : 469 - 471
  • [38] Variable selection in the presence of missing data: resampling and imputation
    Long, Qi
    Johnson, Brent A.
    BIOSTATISTICS, 2015, 16 (03) : 596 - 610
  • [39] Improved methods for the imputation of missing data by nearest neighbor methods
    Tutz, Gerhard
    Ramzan, Shahla
    COMPUTATIONAL STATISTICS & DATA ANALYSIS, 2015, 90 : 84 - 99
  • [40] Handling Bad or Missing Smart Meter Data through Advanced Data Imputation
    Peppanen, Jouni
    Zhang, Xiaochen
    Grijalva, Santiago
    Reno, Matthew J.
    2016 IEEE POWER & ENERGY SOCIETY INNOVATIVE SMART GRID TECHNOLOGIES CONFERENCE (ISGT), 2016,