نتایج جستجو برای: generalized estimating equations

تعداد نتایج: 479269  

Introdiuction and objective: Many Studies about Epidemiology and medical sciences that measured desired outcome at frequently individuals over times are done based on a longitudinal design. the features of a data set is repeated observes . For this reason , requirement of independence observation in longitudinal data is violated that causes this kind of data needs the specific statistical metho...

Journal: :Journal of Mathematical Sciences 2022

A numerical solution of the system linear Volterra–Stieltjes integral equations second kind has been found and analyzed using so-called generalized trapezoid rule. Conditions for estimating error have also determined justified. an example obtained proposed method is given.

Journal: :Computational Statistics & Data Analysis 2008
Guoyou Qin Zhong Yi Zhu Wing K. Fung

The estimation of correlation parameters has received attention for both its own interest and improvement of the estimation efficiency of mean parameters by the generalized estimating equations (GEE) approach. Many of the well-established methods for the estimation of correlation parameters can be constructed under the GEE framework which is, however, sensitive to outliers. In this paper, we co...

Journal: :Biometrics 2001
M P Fay B I Graubard

The sandwich estimator of variance may be used to create robust Wald-type tests from estimating equations that are sums of K independent or approximately independent terms. For example, for repeated measures data on K individuals, each term relates to a different individual. These tests applied to a parameter may have greater than nominal size if K is small, or more generally if the parameter t...

Journal: :فیزیک زمین و فضا 0
محمدعلی شریفی پردیس دانشکده های فنی، دانشگاه تهران- استادیار بابک امجدی پرور پردیس دانشکده های فنی، دانشگاه تهران- دانشجوی کارشناسی ارشد موسی شیبانی پردیس فنی دانشگاه تهران- دانشجوی کارشناسی ارشد

rational functions are of great interest to engineers and geoscientists. the rational polynomial coefficient (rpc) model as a generalized sensor model has been introduced as an alternative for the rigorous sensor model of the satellite imaging. numerical instability of normal equations is the only single obstacle to the implementation of these functions. practically, estimating rational functio...

Journal: :journal of research in health sciences 0
zeinab makvandi akram karimi-shahanjarini javad faradmal saeed bashirian

background: oral health education for the mothers of very young children is important in reducing the risk of early childhood caries. this study aimed to evaluate the impact of an oral health intervention among mothers of 1-2 years old children. methods: this cluster randomized controlled trial (2012) was conducted among ninety mothers of 1-2 year old children. the setting of study was 10 child...

2016
Lei Hua LEI HUA

In this thesis, we propose to analyze panel count data using a spline-based sieve generalized estimating equation method with a semiparametric proportional mean model E(N(t)|Z) = Λ0 (t) e T 0 Z . The natural log of the baseline mean function, logΛ0 (t), is approximated by a monotone cubic B-spline function. The estimates of regression parameters and spline coefficients are the roots of the spli...

Journal: :Computational Statistics & Data Analysis 2006
Bradley G. Hammill John S. Preisser

A SAS/IML software program is described that computes regression diagnostics for generalized estimating equations. These diagnostics are computationally efficient and accurate approximations for the effect of deleting one observation or one cluster on individual regression coefficients (DFBETA) or on the overall fit of the model (Cook’s Distance). New formulae for the diagnostics are presented ...

2004
Denys T. Lau

Methods: We defined PIRx using the combined version of the Beers criteria. Data were from the 1996 Medical Expenditure Panel Survey Nursing Home Component. The study sample included 3372 residents, 65 years and older, who had nursing home stays of 3 consecutive months or longer in 1996. We performed multivariate logistic regression analyses of longitudinal data using generalized estimating equa...

Journal: :The Stata Journal: Promoting communications on statistics and Stata 2014

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