The generalised estimating equations: A comparison of procedures available in commercial statistical software packages

被引：0
|
作者：
Ziegler, A
Gromping, U
机构：
[1] Univ Marburg, Inst Med Biometry & Epidemiol, Med Ctr Methodol & Hlth Res, D-35033 Marburg, Germany
[2] Ford AG, Cologne, Germany
来源：
BIOMETRICAL JOURNAL | 1998年 / 40卷 / 03期
关键词：
correlated data analysis; generalised linear model; longitudinal data analysis; marginal model;
D O I：
10.1002/(SICI)1521-4036(199807)40:3<245::AID-BIMJ245>3.0.CO;2-N
中图分类号：
Q [生物科学];
学科分类号：
07 ; 0710 ; 09 ;
摘要：
The Generalised Estimating Equations (GEE) proposed by LIANG and ZEGER (1986) and ZEGER and LIANG (1986) have found considerable attention in the last decade (for an overview see e.g. ZIEGLER, KASTNER and BLETTNER, 1998). Several self-made programs for solving the GEE are available. This paper presents a comparison of three GEE procedures that are already available in SAS PROC GENMOD, STATA procedure XTGEE and SUDAAN PROC MULTILOG. We show that the estimation results may be quite distinct due to different implementations. Summing up, it is pleasant that GEE is becoming established in commercial software packages. However, some aspects of the implementations should be improved.
引用
收藏
页码：245 / 260
页数：16
相关论文
共 45 条
  • [31] Quantitative comparison and evaluation of two commercially available, two-dimensional electrophoresis image analysis software packages, Z3 and Melanie
    Raman, B
    Cheung, A
    Marten, MR
    ELECTROPHORESIS, 2002, 23 (14) : 2194 - 2202
  • [32] Prediction of brain age using structural magnetic resonance imaging: A comparison of accuracy and test-retest reliability of publicly available software packages
    Dorfel, Ruben P.
    Arenas-Gomez, Joan M.
    Fisher, Patrick M.
    Ganz, Melanie
    Knudsen, Gitte M.
    Svensson, Jonas E.
    Plaven-Sigray, Pontus
    HUMAN BRAIN MAPPING, 2023, 44 (17) : 6139 - 6148
  • [33] Comparison of Computational Statistical Packages for the Analysis of Continuous Glucose Monitoring Data with a Reference Software, "Ambulatory Glucose Profile," in Type 1 Diabetes
    Karakus, Kagan E.
    Snell-Bergeon, Janet K.
    Akturk, Halis K.
    DIABETES TECHNOLOGY & THERAPEUTICS, 2024,
  • [34] Comparison of left ventricular functional parameters obtained from three different commercial automated software cardiac quantification program packages and their intraobserver reproducibility
    Zeki Dostbil
    Zuhal Arıtürk
    Habib Çil
    Mehmet Ali Elbey
    Ebru Tekbaş
    Mehmet Yazıcı
    İsmail Yıldız
    Bekir Taşdemir
    Annals of Nuclear Medicine, 2011, 25 : 125 - 131
  • [35] Comparison of left ventricular functional parameters obtained from three different commercial automated software cardiac quantification program packages and their intraobserver reproducibility
    Dostbil, Zeki
    Ariturk, Zuhal
    Cil, Habib
    Elbey, Mehmet Ali
    Tekbas, Ebru
    Yazici, Mehmet
    Yildiz, Ismail
    Tasdemir, Bekir
    ANNALS OF NUCLEAR MEDICINE, 2011, 25 (02) : 125 - 131
  • [36] Comparison of two commercial software packages for the calculation of transient ischemic dilation (TID) index in patients who underwent gated SPECT myocardial perfusion imaging
    Alexiou, S.
    Angelidis, G.
    Valotassiou, V.
    Tsougos, I.
    Psimadas, D.
    Tzavara, C.
    Lakiotis, V.
    Kaspiri, A.
    Ziaka, A.
    Baniora, E.
    Theodorou, E.
    Ziangas, C.
    Kournouti, M.
    Alexopoulos, D.
    Apostolopoulos, D.
    Vassilakos, P.
    Georgoulias, P.
    EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING, 2018, 45 : S369 - S369
  • [37] Reproducibility of myocardial flow reserve estimation using Rubidium-82 PET/CT scans in healthy, young volunteers: comparison of three commercially available software packages
    Byrne, C.
    Kjaer, A.
    Olsen, N. E.
    Forman, J. L.
    Hasbak, P.
    EUROPEAN HEART JOURNAL, 2019, 40 : 1979 - 1979
  • [38] A comparison of generalized linear mixed model procedures with estimating equations for variance and covariance parameter estimation in longitudinal studies and group randomized trials
    Evans, BA
    Feng, ZD
    Peterson, AV
    STATISTICS IN MEDICINE, 2001, 20 (22) : 3353 - 3373
  • [39] Comparison of small-sample standard-error corrections for generalised estimating equations in stepped wedge cluster randomised trials with a binary outcome: A simulation study
    Thompson, J. A.
    Hemming, K.
    Forbes, A.
    Fielding, K.
    Hayes, R.
    STATISTICAL METHODS IN MEDICAL RESEARCH, 2021, 30 (02) : 425 - 439
  • [40] Independent-effect comparison of five crosslinking procedures for Progressive Keratoconus based on Keratometry and the ABCD Grading System using Generalized Estimating Equations (GEE)
    Yu Liu
    Dan Shen
    Hao-yu Wang
    Deng-feng Liang
    Qing-yan Zeng
    BMC Ophthalmology, 23
12345