메뉴 건너뛰기




Volumn 41, Issue 3, 2014, Pages 223-238

Evaluation of bias, precision, robustness and runtime for estimation methods in NONMEM 7

Author keywords

Estimation algorithms; FOCE; Importance sampling; Laplace; Non linear mixed effect models; SAEM

Indexed keywords

ACCURACY; ALGORITHM; ARTICLE; COMPUTER PROGRAM; EVALUATION STUDY; MONTE CARLO METHOD; POWER ANALYSIS; PRIORITY JOURNAL; PROBABILITY; SAMPLING BIAS; SIMULATION; STOCHASTIC MODEL; HUMAN; METABOLISM; PHARMACOKINETICS; REPRODUCIBILITY; STANDARDS; STATISTICAL BIAS; STATISTICAL MODEL;

EID: 84904207580     PISSN: 1567567X     EISSN: 15738744     Source Type: Journal    
DOI: 10.1007/s10928-014-9359-z     Document Type: Article
Times cited : (20)

References (17)
  • 1
    • 19044400906 scopus 로고    scopus 로고
    • Maximum likelihood estimation in nonlinear mixed effects models
    • DOI 10.1016/j.csda.2004.07.002, PII S0167947304002221
    • Kuhn E, Lavielle M (2005) Maximum likelihood estimation in nonlinear mixed effects models. Comput Stat Data Anal 49(4):1020-1038 (Pubitemid 40710158)
    • (2005) Computational Statistics and Data Analysis , vol.49 , Issue.4 , pp. 1020-1038
    • Kuhn, E.1    Lavielle, M.2
  • 2
    • 23744450342 scopus 로고    scopus 로고
    • Monte Carlo parametric expectation maximization (MC-PEM) method for analyzing population pharmacokinetic/pharmacodynamic data
    • Advanced methods of pharmacokinetic and pharmacodynamic systems analysis, Springer, New York
    • Bauer RJ, Guzy S (2004) Monte Carlo parametric expectation maximization (MC-PEM) method for analyzing population pharmacokinetic/pharmacodynamic data. In: Advanced methods of pharmacokinetic and pharmacodynamic systems analysis, vol 3, no. 765 in The International Series in Engineering and Computer Science, Springer, New York, p 135-163
    • (2004) The International Series in Engineering and Computer Science , vol.3 , Issue.765 , pp. 135-163
    • Bauer, R.J.1    Guzy, S.2
  • 3
    • 34247887681 scopus 로고    scopus 로고
    • A survey of population analysis methods and software for complex pharmacokinetic and pharmacodynamic models with examples
    • Bauer RJ, Guzy S, Ng C (2007) A survey of population analysis methods and software for complex pharmacokinetic and pharmacodynamic models with examples. AAPS J 9(1):E60-E83
    • (2007) AAPS J , vol.9 , Issue.1
    • Bauer, R.J.1    Guzy, S.2    Ng, C.3
  • 5
    • 69049110778 scopus 로고    scopus 로고
    • Performance in population models for count data, part I: Maximum likelihood approximations
    • Plan E, Maloney A, Trocóniz I, Karlsson M (2009) Performance in population models for count data, part I: maximum likelihood approximations. J Pharmacokinet Pharmacodyn 36:353-366
    • (2009) J Pharmacokinet Pharmacodyn , vol.36 , pp. 353-366
    • Plan, E.1    Maloney, A.2    Trocóniz, I.3    Karlsson, M.4
  • 6
    • 69049117095 scopus 로고    scopus 로고
    • Performance in population models for count data, part II: A new SAEM algorithm
    • Savic R, Lavielle M (2009) Performance in population models for count data, part II: a new SAEM algorithm. J Pharmacokinet Pharmacodyn 36:367-379
    • (2009) J Pharmacokinet Pharmacodyn , vol.36 , pp. 367-379
    • Savic, R.1    Lavielle, M.2
  • 7
    • 4644304156 scopus 로고    scopus 로고
    • Estimating bias in population parameters for some models for repeated measures ordinal data using NONMEM and NLMIXED
    • DOI 10.1023/B:JOPA.0000042738.06821.61
    • Jönsson S, Kjellsson M, Karlsson M (2004) Estimating bias in population parameters for some models for repeated measures ordinal data using NONMEM and NLMIXED. J Pharmacokinet Pharmacodyn 31(4):299-320 (Pubitemid 39287338)
    • (2004) Journal of Pharmacokinetics and Pharmacodynamics , vol.31 , Issue.4 , pp. 299-320
    • Jonsson, S.1    Kjellsson, M.C.2    Karlsson, M.O.3
  • 8
    • 84862763061 scopus 로고    scopus 로고
    • Performance comparison of various maximum likelihood nonlinear mixed-effects estimation methods for dose-response models
    • Plan EL, Maloney A, Mentré F, Karlsson MO, Bertrand J (2012) Performance comparison of various maximum likelihood nonlinear mixed-effects estimation methods for dose-response models. AAPS J 14:420-432
    • (2012) AAPS J , vol.14 , pp. 420-432
    • Plan, E.L.1    Maloney, A.2    Mentré, F.3    Karlsson, M.O.4    Bertrand, J.5
  • 10
    • 84861482207 scopus 로고    scopus 로고
    • Comparison of Nonmem 7.2 estimation methods and parallel processing efficiency on a target-mediated drug disposition model
    • Gibiansky L, Gibiansky E, Bauer R (2012) Comparison of Nonmem 7.2 estimation methods and parallel processing efficiency on a target-mediated drug disposition model. J Pharmacokinet Pharmacodyn 39:17-35
    • (2012) J Pharmacokinet Pharmacodyn , vol.39 , pp. 17-35
    • Gibiansky, L.1    Gibiansky, E.2    Bauer, R.3
  • 11
    • 79951993423 scopus 로고    scopus 로고
    • Performance of three estimation methods in repeated time-to-event modeling
    • Karlsson KE, Plan EL, Karlsson MO (2011) Performance of three estimation methods in repeated time-to-event modeling. AAPS J 13:83-91
    • (2011) AAPS J , vol.13 , pp. 83-91
    • Karlsson, K.E.1    Plan, E.L.2    Karlsson, M.O.3
  • 12
    • 23944435458 scopus 로고    scopus 로고
    • PsN-Toolkit - A collection of computer intensive statistical methods for non-linear mixed effect modeling using NONMEM
    • DOI 10.1016/j.cmpb.2005.04.005, PII S016926070500101X
    • Lindbom L, Pihlgren P, Jonsson EN (2005) PsN-toolkit-a collection of computer intensive statistical methods for non-linear mixed effect modeling using NONMEM. Comput Methods Program Biomed 79:241-257 (Pubitemid 41196689)
    • (2005) Computer Methods and Programs in Biomedicine , vol.79 , Issue.3 , pp. 241-257
    • Lindbom, L.1    Pihlgren, P.2    Jonsson, N.3
  • 15
    • 0021277886 scopus 로고
    • Alternative approaches to estimation of population pharmacokinetic parameters: Comparison with the nonlinear mixed-effect model
    • Steimer J-L, Mallet A, Golmard J-L, Boisvieux J-F (1984) Alternative approaches to estimation of population pharmacokinetic parameters: comparison with the nonlinear mixed-effect model. Drug Metabol Rev 15:265-292 (Pubitemid 14123939)
    • (1984) Drug Metabolism Reviews , vol.15 , Issue.1-2 , pp. 265-292
    • Steimer, J.L.1    Mallet, A.2    Golmard, J.L.3    Boisvieux, J.F.4
  • 17
    • 79957468849 scopus 로고    scopus 로고
    • Performance and robustness of the Monte Carlo importance sampling algorithm using parallelized S-ADAPT for basic and complex mechanistic models
    • Bulitta JB, Landersdorfer CB (2011) Performance and robustness of the Monte Carlo importance sampling algorithm using parallelized S-ADAPT for basic and complex mechanistic models. AAPS J 13:212-226
    • (2011) AAPS J , vol.13 , pp. 212-226
    • Bulitta, J.B.1    Landersdorfer, C.B.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.