Multiple shooting-Local Linearization method for the identification of dynamical systems
The combination of the multiple shooting strategy with the generalized Gauss-Newton algorithm turns out in a recognized method for estimating parameters in ordinary differential equations (ODEs) from noisy discrete observations.
Carbonell, F.+2 more
core +1 more source
Statistical Analysis of Correlated Data Using Generalized Estimating Equations: An Orientation [PDF]
James A. Hanley+3 more
openalex +1 more source
Beyond Order: Perspectives on Leveraging Machine Learning for Disordered Materials
This article explores how machine learning (ML) revolutionizes the study and design of disordered materials by uncovering hidden patterns, predicting properties, and optimizing multiscale structures. It highlights key advancements, including generative models, graph neural networks, and hybrid ML‐physics methods, addressing challenges like data ...
Hamidreza Yazdani Sarvestani+4 more
wiley +1 more source
R Package multgee: A Generalized Estimating Equations Solver for Multinomial Responses
The R package multgee implements the local odds ratios generalized estimating equations (GEE) approach proposed by Touloumis, Agresti, and Kateri (2013), a GEE approach for correlated multinomial responses that circumvents theoretical and practical ...
Anestis Touloumis
doaj +1 more source
The psychological impact of the COVID-19 pandemic in the elderly in southwest China: A longitudinal study based on generalized estimating equations. [PDF]
Wang Y, Luo B, Wang J, Liao S.
europepmc +1 more source
Model Regresi Logistik untuk Respons Biner Multivariate dengan Generalized Estimating Equation [PDF]
Dalam makalah ini akan dibahas model regresi untuk data kategorik multivariate, khususnya respon biner (dikotomis). Untuk mengestimasi parameter pada model marginal, akan digunakan pendekatan Independent Estimating Equation (IEE) dan pendekatan ...
Jaka, Nugraha+2 more
core
What happens when 32 labs join forces to study nanoparticle‐modified powders? A data‐driven journey through laser powder bed fusion—now openly accessible for the entire additive manufacturing community—is studied. Laser powder bed fusion is a cornerstone technology for additive manufacturing (AM) of metals and polymers, yet challenges in achieving ...
Ihsan Murat Kuşoğlu+73 more
wiley +1 more source
Analysis of the efficacy and safety of inpatient and outpatient initiation of KD for the treatment of pediatric refractory epilepsy using generalized estimating equations. [PDF]
Li W+10 more
europepmc +1 more source
Nonparametric population average models: deriving the form of approximate population average models estimated using generalized estimating equations [PDF]
For estimating regressions for repeated measures outcome data, a popular choice is the population average models estimated by generalized estimating equations (GEE).
Hubbard, Alan E, van der Laan, Mark J.
core +1 more source
A generalized estimating equations approach to quantitative trait locus detection of non-normal traits [PDF]
Peter C. Thomson
openalex +1 more source