Global Behavior of a Discrete Survival Model with Several Delays [PDF]
The difference equationyn+1−yn=−αyn+∑j=1mβje−γjyn−kjis studied and some sufficient conditions which guarantee that all solutions of the equation are oscillatory, or that the positive equilibrium of the equation is globally asymptotically stable, are obtained.
Xu, Meirong, Wang, Yuzhen
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Variable selection in discrete survival models including heterogeneity [PDF]
Several variable selection procedures are available for continuous time-to-event data. However, if time is measured in a discrete way and therefore many ties occur models for continuous time are inadequate. We propose penalized likelihood methods that perform efficient variable selection in discrete survival modeling with explicit modeling of the ...
Groll, Andreas, Tutz, Gerhard
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Deep Learning-Based Discrete Calibrated Survival Prediction
Accepted as a short conference paper at ICDH ...
Patrick Fuhlert +5 more
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Discrete-Time Survival Mixture Analysis [PDF]
This article proposes a general latent variable approach to discrete-time survival analysis of nonrepeatable events such as onset of drug use. It is shown how the survival analysis can be formulated as a generalized latent class analysis of event history indicators.
Bengt Muthén, Katherine Masyn
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Survival prediction models: an introduction to discrete-time modeling
AbstractBackgroundPrediction models for time-to-event outcomes are commonly used in biomedical research to obtain subject-specific probabilities that aid in making important clinical care decisions. There are several regression and machine learning methods for building these models that have been designed or modified to account for the censoring that ...
Krithika Suresh +2 more
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Spectro-consistent discretization of Navier-Stokes: a challenge to RANS and LES [PDF]
In this paper, we discuss the results of a fourth-order, spectro-consistent discretization of the incompressible Navier-Stokes equations. In such an approach the discretization of a (skew-)symmetric operator is given by a (skew-)symmetric matrix ...
Veldman, A.E.P. +5 more
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Statistical Properties and Applications of the Discrete Exponentiated Modified Topp-Leone Chen Distribution [PDF]
In this paper, a new distribution with four parameters named discrete exponentiated modified Topp-Leone Chen distribution is introduced, using the general approach of discretization. The discrete exponentiated modified Topp-Leone Chen distribution can be
Abeer Abd EL-Hady +2 more
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Pathway Implications of Aberrant Global Methylation in Adrenocortical Cancer. [PDF]
Adrenocortical carcinomas (ACC) are a rare tumor type with a poor five-year survival rate and limited treatment options.Understanding of the molecular pathogenesis of this disease has been aided by genomic analyses highlighting alterations in TP53, WNT ...
Christophe R Legendre +8 more
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Regularizing the Deepsurv Network Using Projection Loss for Medical Risk Assessment
State-of-the-art deep survival prediction approaches expand network parameters to accommodate performance over a fine discretization of output time.
Phawis Thammasorn +9 more
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Discrete exterior geometry approach to structure-preserving discretization of distributed-parameter port-Hamiltonian systems [PDF]
This paper addresses the issue of structure-preserving discretization of open distributed-parameter systems with Hamiltonian dynamics. Employing the formalism of discrete exterior calculus, we introduce a simplicial Dirac structure as a discrete analogue
Seslija, Marko, +11 more
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