Mixed-effects models in the study of individual differences with repeated measures data

被引:85
|
作者
Cudeck, R
机构
关键词
D O I
10.1207/s15327906mbr3103_6
中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
Nonlinear mixed-effects models are used to describe each person's set of scores from a longitudinal design or repeated measures study by a function that includes an overall group effect plus an effect for the individual. The model is ideal for many kinds of behavioral data. Some characteristics of mixed models are reviewed in this article and illustrated by a series of examples.
引用
收藏
页码:371 / 403
页数:33
相关论文
共 50 条
  • [41] The use of MIXED models in the analysis of animal experiments with repeated measures data
    Wang, Z
    Goonewardene, LA
    [J]. CANADIAN JOURNAL OF ANIMAL SCIENCE, 2004, 84 (01) : 1 - 11
  • [42] Plug-in machine learning for partially linear mixed-effects models with repeated measurements
    Emmenegger, Corinne
    Buehlmann, Peter
    [J]. SCANDINAVIAN JOURNAL OF STATISTICS, 2023, 50 (04) : 1553 - 1567
  • [43] Coefficients of Determination for Mixed-Effects Models
    Zhang, Dabao
    [J]. JOURNAL OF AGRICULTURAL BIOLOGICAL AND ENVIRONMENTAL STATISTICS, 2022,
  • [44] Power and sample size for the S:T repeated measures design combined with a linear mixed-effects model allowing for missing data
    Tango, Toshiro
    [J]. JOURNAL OF BIOPHARMACEUTICAL STATISTICS, 2017, 27 (06) : 963 - 974
  • [45] Stochastic Differential Mixed-Effects Models
    Picchini, Umberto
    De Gaetano, Andrea
    Ditlevsen, Susanne
    [J]. SCANDINAVIAN JOURNAL OF STATISTICS, 2010, 37 (01) : 67 - 90
  • [46] Robust transformation mixed-effects models for longitudinal continuous proportional data
    Zhang, Peng
    Qiu, Zhenguo
    Fu, Yuejiao
    Song, Peter X. -K.
    [J]. CANADIAN JOURNAL OF STATISTICS-REVUE CANADIENNE DE STATISTIQUE, 2009, 37 (02): : 266 - 281
  • [47] Examination of Nonlinear and Functional Mixed-Effects Models with Nonparametrically Generated Data
    Fine, Kimberly L.
    Grimm, Kevin J.
    [J]. MULTIVARIATE BEHAVIORAL RESEARCH, 2021, 56 (04) : 669 - 686
  • [48] Analysis of hierarchical biomechanical data structures using mixed-effects models
    Tirrell, Timothy F.
    Rademaker, Alfred W.
    Lieber, Richard L.
    [J]. JOURNAL OF BIOMECHANICS, 2018, 69 : 34 - 39
  • [49] A note on BIC in mixed-effects models
    Delattre, Maud
    Lavielle, Marc
    Poursat, Marie-Anne
    [J]. ELECTRONIC JOURNAL OF STATISTICS, 2014, 8 : 456 - 475
  • [50] Coefficients of Determination for Mixed-Effects Models
    Zhang, Dabao
    [J]. JOURNAL OF AGRICULTURAL BIOLOGICAL AND ENVIRONMENTAL STATISTICS, 2022, 27 (04) : 674 - 689