Results 21 to 30 of about 4,818,434 (320)

Application of Elastic Net Regression for Modeling COVID-19 Sociodemographic Risk Factors

medRxiv, 2023
Objectives: COVID-19 has been at the forefront of global concern since its emergence in December of 2019. Determining the social factors that drive case incidence is paramount to mitigating disease spread.
Moxley TA, Johnson-Leung J, Seamon E, Williams C, Ridenhour BJ.   +4 more
europepmc   +2 more sources

Asymptotics of the Adaptive Elastic Net Estimation for Conditional Heteroscedastic Time Series Models

Revstat Statistical Journal, 2022
In this paper we propose an iteratively reweighted adaptive elastic net estimation method for conditional heteroscedastic time series models. The sign consistency and the asymptotic normality of the estimator are investigated.
Yuanyuan Liao , Lihong Wang
doaj   +1 more source

A Study of Multifactor Quantitative Stock-Selection Strategies Incorporating Knockoff and Elastic Net-Logistic Regression

Mathematics, 2023
In the data-driven era, the mining of financial asset information and the selection of appropriate assets are crucial for stable returns and risk control.
Yumei Ren, Guoqiang Tang, Xin Li, Xuchang Chen   +3 more
doaj   +1 more source

M‐quantile regression shrinkage and selection via the Lasso and Elastic Net to assess the effect of meteorology and traffic on air quality

Biometrical journal. Biometrische Zeitschrift, 2023
In this work, we intersect data on size‐selected particulate matter (PM) with vehicular traffic counts and a comprehensive set of meteorological covariates to study the effect of traffic on air quality.
M. Ranalli, N. Salvati, L. Petrella, Francesco Pantalone   +3 more
semanticscholar   +1 more source

Adaptive Elastic Net Based on Modified PSO for Variable Selection in Cox Model With High-Dimensional Data: A Comprehensive Simulation Study

IEEE Access, 2023
In contemporary research, high-dimensional data has become more popular in many scientific fields with the rapid advancement of technology in collecting and storing large datasets.
Nuriye Sancar, Efe Precious Onakpojeruo, D. Inan, D. Ozsahin   +3 more
semanticscholar   +1 more source

Fast Marginal Likelihood Estimation of Penalties for Group-Adaptive Elastic Net. [PDF]

J Comput Graph Stat, 2023
Elastic net penalization is widely used in high-dimensional prediction and variable selection settings. Auxiliary information on the variables, for example, groups of variables, is often available.
van Nee MM, van de Brug T, van de Wiel MA.   +2 more
europepmc   +3 more sources

Predicting cancer drug TARGETS - TreAtment Response Generalized Elastic-neT Signatures. [PDF]

NPJ Genom Med, 2021
We are now in an era of molecular medicine, where specific DNA alterations can be used to identify patients who will respond to specific drugs. However, there are only a handful of clinically used predictive biomarkers in oncology. Herein, we describe an
Rydzewski NR, Peterson E, Lang JM, Yu M, Laura Chang S, Sjöström M, Bakhtiar H, Song G, Helzer KT, Bootsma ML, Chen WS, Shrestha RM, Zhang M, Quigley DA, Aggarwal R, Small EJ, Wahl DR, Feng FY, Zhao SG.   +18 more
europepmc   +2 more sources

A Generalized Linear Joint Trained Framework for Semi-Supervised Learning of Sparse Features

Mathematics, 2022
The elastic net is among the most widely used types of regularization algorithms, commonly associated with the problem of supervised generalized linear model estimation via penalized maximum likelihood.
Juan Carlos Laria, Line H. Clemmensen, Bjarne K. Ersbøll, David Delgado-Gómez   +3 more
doaj   +1 more source

Elasticity and Petri Nets [PDF]

, 2008
Digital electronic systems typically use synchronous clocks and primarily assume fixed duration of their operations to simplify the design process. Time elastic systems can be constructed either by replacing the clock with communication handshakes (asynchronous version) or by augmenting the clock with a synchronous version of a handshake (synchronous ...
Cortadella, Jordi, Kishinevsky, Michael, Bufistov, Dmitry, Carmona Vargas, Josep, Julvez Bueno, Jorge Emilio   +4 more
openaire   +3 more sources

Optimal surface clothing with elastic nets

Journal of the Mechanics and Physics of Solids, 2023
The clothing problem aims at identifying the shape of a planar fabric for covering a target surface in the three-dimensional space. It poses significant challenges in various applications, ranging from fashion industry to digital manufacturing. Here, we propose a novel inverse design approach to the elastic clothing problem that is formulated as a ...
D. Andrini, M. Magri, P. Ciarletta
openaire   +1 more source