A primer on distributional assumptions and model linearity in repeated measures data analysis

作者: Yadira Peralta , Nidhi Kohli , Chun Wang

DOI: 10.20982/TQMP.14.3.P199

关键词: Repeated measures designPrimer (cosmetics)MathematicsStatisticsLinearity

摘要:

参考文章(40)
Roger W. Payne, Hierarchical Generalized Nonlinear Models Springer, Cham. pp. 111- 124 ,(2014) , 10.1007/978-3-319-04579-5_9
Donald Hedeker, B Everitt, D Howell, Generalized Linear Mixed Models Encyclopedia of Statistics in Behavioral Science. ,(2005) , 10.1002/0470013192.BSA251
Marie Laure Delignette-Muller, Christophe Dutang, fitdistrplus: An R Package for Fitting Distributions Journal of Statistical Software. ,vol. 64, pp. 1- 34 ,(2015) , 10.18637/JSS.V064.I04
Marie Davidian, David M. Giltinan, Nonlinear models for repeated measurement data: An overview and update Journal of Agricultural Biological and Environmental Statistics. ,vol. 8, pp. 387- 419 ,(2003) , 10.1198/1085711032697
Stephen W. Raudenbush, Meng-Li Yang, Matheos Yosef, Maximum Likelihood for Generalized Linear Models with Nested Random Effects via High-Order, Multivariate Laplace Approximation Journal of Computational and Graphical Statistics. ,vol. 9, pp. 141- 157 ,(2000) , 10.1080/10618600.2000.10474870
Scott L. Zeger, Kung-Yee Liang, Paul S. Albert, Models for longitudinal data: a generalized estimating equation approach. Biometrics. ,vol. 44, pp. 1049- 1060 ,(1988) , 10.2307/2531734
Michele Booth Kreisman, Evaluating Academic Outcomes of Head Start: An Application of General Growth Mixture Modeling. Early Childhood Research Quarterly. ,vol. 18, pp. 238- 254 ,(2003) , 10.1016/S0885-2006(03)00027-9
Mary J. Lindstrom, Douglas M. Bates, Nonlinear Mixed Effects Models for Repeated Measures Data Biometrics. ,vol. 46, pp. 673- 687 ,(1990) , 10.2307/2532087
Robert Cudeck, Mixed-effects Models in the Study of Individual Differences with Repeated Measures Data. Multivariate Behavioral Research. ,vol. 31, pp. 371- 403 ,(1996) , 10.1207/S15327906MBR3103_6
Kerrie P Nelson, Stuart R Lipsitz, Garrett M Fitzmaurice, Joseph Ibrahim, Michael Parzen, Robert Strawderman, Use of the Probability Integral Transformation to Fit Nonlinear Mixed-Effects Models With Nonnormal Random Effects Journal of Computational and Graphical Statistics. ,vol. 15, pp. 39- 57 ,(2006) , 10.1198/106186006X96854