Global ETD Search
Search theses and dissertations gathered from participating repositories worldwide. Every result links back to the library that holds it. No account is needed.
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Showing 1 to 20 of 48 for “"estimating equation"”.
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Modeling and Analysis of Repeated Ordinal Data Using Copula Based Likelihoods and Estimating Equation Methods
… The second part of the dissertation outlines the estimating equations approach for the analysis of longitudinal ordinal data for these non-likelihood models. We study the asymptotic properties of the estimates for both likelihood and non-likelihood methods. Comparisons based on simulations show …
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Sufficient Dimension Reduction with Missing Data
… second part of the dissertation proposes two new estimating equation procedures: the complete case estimating equation approach and the inverse probability weighted estimating equation approach. The two approaches are applied to a family of dimension reduction methods, which includes ordinary …
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Efficient Unbiased Estimating Equations for Analyzing Structured Correlation Matrices
… to estimate the correlations and unbiased estimating equation approach has become a popular alternative when there may be a departure from normality. In this thesis we show that the optimal unbiased estimating equation coincides with the likelihood equations for normal data. We then …
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Investigating beef cattle prices for short time periods
… to establish confidence in the validity of the estimating equation. In order to make forecasts from the final estimating equation, the independent variables must be estimated. Work was initiated to develop procedures for forecasting the independent variables. This work showed promise for future …
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The correlation between available deer browse, forest cover type, and forest site
… measurements (independent variables), the final estimating equation was: Y (pounds of browse per acre) = -0.14 + 0.06 (number of stems clipped per sampling unit) + 0.61 (depth of the A₁ horizon, inches). The final estimating equation should not be used for reliable estimates of browse production …
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Sensitivity Analysis of the UNO Activated Sludge Model
… converge on a set of values that satisfy all the estimating equation simultaneously. Favorable results were obtained when correlations are applied between predicted values using estimated kinetics parameters and the observed values obtained from activated sludge pilot plant located within …
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Perilous Polities? Regime Transition and Conflict 1950-2000
… of transitioning states. Employing a generalized estimating equation with logit and poisson specifications, the results show that change towards democracy decreases the probability of involvement in militarized inter-state disputes and wars. However, uneven or "rocky" transitions are found to …
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A pilot comparison of first morning versus 24-hour urinary deoxynivalenol in UK adults
… in DON concentrations and generalized estimating equation (GEE) models were used to assess the relationship between collection types. Greater between-person variability was observed in 24-hour collections, unadjusted and adjusted for creatinine (ICC=0.78 and 0.56, respectively). GEE …
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Censored Regression Models With Applications to Infrastructure Degradation Studies
… random effect models and generalized estimating equation methods for censored data are developed. A general argument about the theoretical bias for the GEE method, both in the censored and uncensored case, provides a criteria for deciding when marginal analysis is appropriate. We apply …
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Improving the parametric method of cost estimating relationships of naval ships
… focuses on improving the current parametric cost estimating method used as referenced in NAVSEA's Cost Estimating Handbook. Currently, weight is used as the most common variable for determining cost in the parametric method because it's a consistent physical property and most readily available. …
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Modes of Feeding and Eczema In Infancy
… measurements were analyzed using general estimating equation models. Any infant feeding in months 2 to 6 that included bottled breast milk was a risk factor for eczema in subsequent months 3 to 7 (OR: 1.29, [1.01, 1.65]). There was no evidence of selection of infant feeding due to maternal …
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Functional Near-Infrared Spectroscopy (fNIRS) Based Functional Connectivity Alterations Associated with Delirium in Critically Ill Children: An Exploratory Study
… to non-delirious ones on average. Generalized estimating equation (GEE) modelling revealed that increased functional connectivity between the right temporal and left temporoparietal regions was independently associated with delirium presence, even after false discovery rate (FDR) correction. …
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In Vitro Study Comparing Treatments for Incipient Enamel Lesion Remineralization
… with Tukey-Kramer post hoc tests and Generalized Estimating Equation (GEE) modeling. Results: SDF demonstrated the lowest microhardness values, with a mean of 147.24 (SD: 39.76) at 100 μm, significantly lower than FV (276.54; SD: 33.72), Icon (254.59; SD: 30.18), and the control (253.19; SD: …
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Markov Chain Marginal Bootstrap for Generalized Estimating Equations
… over time on each subject. The generalized estimating equations (GEE) approach (Liang and Zeger, 1996) has been widely used for the analysis of longitudinal data. The ordinary GEE approach can be robustified through the use of truncated robust estimating functions. Statistical inference on …
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Design and Analysis of Pharmacokinetic and Pharmacodynamic Trials
… in GNLMMs. We also proposed an exact generalised estimating equation procedure to fit GNLMMs. This procedure is less computer intensive than the exact maximum likelihood and Bayesian approaches, yet results in consistent estimates of the PK/PD parameters. We investigated the asymptotic properties …
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RESPIRATORY PARAMETERS, PULMONARY REHABILITATION and SURVIVAL in COVID-19 PATIENTS
… assess the sample characteristics. Generalized estimating equation models was used to assess survival. Multivariate regression was used to assess improvement in physical function. Kaplan curve analysis was performed to assess participation of PR and morbidity. Results: Being younger, female, and …
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Dimension reduction and efficient recommender system for large-scale complex data
… In this thesis, we introduce a mixed-effects estimating equation approach which enables one to incorporate refreshment samples and recover missing information. We show that the proposed method achieves consistency and asymptotic normality for fixed-effect estimation under shared-parameter …
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Accounting for spatial confounding in large scale epidemiological studies
… these methods for mixed models, generalized estimating equation models, and a proportional hazard regression framework. I demonstrate the application of these methods in a study of tropical cyclone wind exposures on preterm birth in a North Carolina cohort.
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Characterizing perinatal depression and its impact on infant outcomes and maternal-nurse SMS communication in a cohort of Kenyan women
… and follow-up (14 weeks postpartum). Generalized estimating equation (GEE) with Poisson link was used to evaluate correlates of perinatal depression, infant outcomes, and frequency of SMS messaging. Results: Of the 572 women with complete follow-up information, 188 (32.9%) had evidence of …
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Semiparametric and nonparametric methods for the analysis of panel count data
… To estimate the regression parameters, an estimating equation approach is proposed and the inverse survival probability weighting technique is used. In addition, the asymptotic distribution of the proposed estimate is derived and a model checking procedure is presented. Simulation studies …
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