Asymptotic results with generalized estimating equations for longitudinal data [PDF]
The Annals of Statistics, 2005 We consider the marginal models of Liang and Zeger [Biometrika 73 (1986) 13-22] for the analysis of longitudinal data and we develop a theory of statistical inference for such models. We prove the existence, weak consistency and asymptotic normality of a
Balan, R. M., Schiopu-Kratina, I.
core +6 more sources
Review of Generalized Estimating Equations by Hardin and Hilbe [PDF]
The Stata Journal: Promoting communications on statistics and Stata, 2003 The new book by Hardin and Hilbe (2003) is reviewed.
Steven Stillman
core +4 more sources
A generalized estimating/pseudo-score equations approach for the estimation of structural equation models [PDF]
, 2000 The results of two simulation studies suggest a mixed `generalized estimating/pseudo-score equations' approach to lead to more efficient estimators than a GEE approach proposed by Qu, Williams, Beck and Medendorp (1992) or a three-stage approach as ...
Spiess, Martin
core +3 more sources
Generalized Estimating Equation for the Student-t Distributions [PDF]
2018 IEEE International Symposium on Information Theory (ISIT), 2018 6 pages, Submitted to ISIT ...
Atin Gayen, M. Ashok Kumar
+7 more sources
Viruses, 2022 This study investigated the kinetics in HBsAg and the HBsAg loss rate after entecavir or tenofovir disoproxil fumarate (TDF) cessation in patients with chronic hepatitis B (CHB) who achieved virological suppression after virological relapse without ...
Tzu-Ning Tseng +6 more
doaj +1 more source
An epidemiological study of the predictors of multidrug resistance and methicillin resistance among Staphylococcus spp. isolated from canine specimens submitted to a diagnostic laboratory in Tennessee, USA [PDF]
PeerJ, 2023 Background Understanding drivers of multidrug resistance (MDR) and methicillin resistance, which have increased among canine staphylococcal isolates, is essential for guiding antimicrobial use practices.
Jennifer Lord +5 more
doaj +2 more sources
Parameter Estimation Based on Cumulative Kullback–Leibler Divergence
Revstat Statistical Journal, 2021 In this paper, we propose some estimators for the parameters of a statistical model based on Kullback–Leibler divergence of the survival function in continuous setting and apply it to type I censored data.
Yaser Mehrali , Majid Asadi
doaj +1 more source
Comparison of predictor approaches for longitudinal binary outcomes: application to anesthesiology data [PDF]
PeerJ, 2014 Longitudinal data with binary repeated responses are now widespread among clinical studies and standard statistical analysis methods have become inadequate in the answering of clinical hypotheses.
Anil Aktas Samur +2 more
doaj +2 more sources
Developing Students’ Intuition on the Impact of Correlated Outcomes
Journal of Statistics and Data Science Education, 2022 While correlated data methods (like random effect models and generalized estimating equations) are commonly applied in practice, students may struggle with understanding the reasons that standard regression techniques fail if applied to correlated ...
Ashley Petersen
doaj +1 more source
Tracking of health-related physical fitness in adolescent girls: a 3-year follow-up study
BMC Pediatrics, 2022 Background Evidence has shown that higher levels of physical fitness (PF) in youth have beneficial effects on adult health-related outcomes. However, the tracking of separate PF components during adolescence has been less studied.
Mario Kasović +4 more
doaj +1 more source