Joint Modelling
Joint modelling of longitudinal and time-to-event data
... of joint modelling have been highlighted throughout this thesis, this method requires a greater level of computational power than some standard methods which focus solely on longitudinal ...a joint ...
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Part of speech Tagging of Code mixed Social Media Content: Pipeline, Stacking and Joint Modelling
... A reason for the poor accuracy of V1 and V2 is the difference between training and test data. The Tree- Taggers are trained on monolingual non-romanised formal content while the test data is romanised code- mixed social ...
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Joint Modelling in Liver Transplantation
... However, joint models are rarely ...for joint modelling in the setting of liver ...for joint modelling in the context where a critical health event can be tracked in the longitudinal ...
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Joint modelling rationale for chained equations
... the joint distribution of the vari- ...a joint distribution, several methods for checking compatibility have been proposed ...same joint model or that our non-informative mar- gins condition holds ...
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Adjusting for measurement error in baseline prognostic biomarkers included in a time-to-event analysis: a joint modelling approach
... the joint modelling ...unified joint model framework, we reduce bias due to measurement error, even when only the baseline level of the biomarker is predictive of ...
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Joint Modelling of Efficacy and Toxicity in the Dose Escalation Phase I Studies
... independent modelling dose-exposure and dose toxicity data to further support decision making during dose escala- tions is given in ...methods modelling simultaneously toxicity and efficacy outcomes have ...
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Joint modelling of event counts and survival times
... initial modelling highlighting potential flaws in the joint model outlined in §3, we continue regardless and present results obtained through the fitting of this ...the joint model were considered, ...
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Financial concerns and overall life satisfaction: a joint modelling approach
... Appendix Table 1: Summary Statistics Variable Overall Life Satisfaction Financial Concerns - Index Concerned with Financial Position Very Concerned with Financial Position Net Wealth LnN[r] ...
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Joint modelling of multiple network wiews
... space joint model (LSJM) that merges the information given by multiple network views assuming that the probability of a node being connected with other nodes in each network view is explained by a unique latent ...
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Inequality and Employment Sensitivities to the Falling Labour Share
... Finding that the labour share is a positive determinant of employment in our earlier work (Karanassou and Sala, 2010), led us to the joint modelling of inequality and labour demand equa[r] ...
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Joint Models for Spatial and Spatio-Temporal Point Processes
... For a zero-inflated Poisson model, data are assumed to arise as a mixture of a point mass at zero and a Poisson component with component membership for observations being unobserved. The interpretation of such a model is ...
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Cone-based joint sparse modelling for hyperspectral image classification
... Joint sparse model (JSM) is being extensively investigated on hyperspectral images (HSIs) and has achieved promising performance for classification. In JSM, it is assumed that neighbouring hyperspectral pixels can ...
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Modelling and projecting mortality improvement rates using a cohort perspective
... the joint modelling Gaussian MIRCO approach with LC structure (using data for the age range 1-89), and use the topping-out formulae (4) and (5) to construct the separate panels on ...
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Finite element modelling of a multi bone joint : The human wrist
... Evaluating the material properties of ligaments pose a great challenge to researchers in multibone joint modelling as they operate only in tension and show viscoelastic material properties. In tension the ...
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Generalized Estimating Equations and Gaussian Estimation in Longitudinal Data Analysis
... Longitudinal studies are characterized by repeated measures over a period of time from each individual. Usually the subjects are assumed to be independent while the repeated measurements taken on each subject are ...
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Laser welding of steel to aluminium : thermal modelling and joint strength analysis
... welding thermal models the backing bar can be modelled by two approaches: as a solid body with temperature dependent thermal resistance between the weld and the backing bar (Shi et al., 2003a, 2003b; Simar et al., 2007, ...
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Support Vector Machines for Anatomical Joint Constraint Modelling
... Forcing valid orientations to one side of the unit quaternion hyper-sphere reduces the complexity of the separation and introduces a limitation to the use of this technique to classify any rotation. A valid rotation on ...
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Modelling and control of paraplegic’s knee joint (FES SWINGING)
... various modelling approaches investigated for muscle and musculoskeletal components has been ...new modelling approaches of nonlinear active muscle properties and nonlinear passive joint ...
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Mathematical Modelling of Joint Routing and Scheduling for an Effective Load Balancing in Cloud
... modelling process. The proposed system attempts to design a distributed solution by ensuring that once queues are formulated on the server side, it should be effectively processed as sooner as possible by routing ...
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Modelling self-piercing riveted joint failures in automotive crash structures
... This is the scale used in engineering design in virtual testing of engineering crash structures. The approach will use a fully integrated shell element and size approaching the engineering scale (approx 6 mm side length) ...
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