Boosting insights in insurance tariff plans with tree-based machine learning methods [PDF]
, 2020 Pricing actuaries typically operate within the framework of generalized linear models (GLMs). With the upswing of data analytics, our study puts focus on machine learning methods to develop full tariff plans built from both the frequency and severity of ...
Antonio, Katrien +3 more
core +1 more source
Habitat-related bird community responses in northwest Panay, Philippines
Avian Conservation and EcologyThe Western Visayas is the most deforested region of the Philippines. The Northwest Panay Peninsula Natural Park, an Important Bird and Biodiversity Area on the island of Panay, is the largest remaining tract of lowland forest in the region supporting a ...
David C. Lee +4 more
doaj +1 more source
Predisposing Factors for Granulomatous Lobular Mastitis: A Case-Control Study
International Journal of Women's Health, 2023 Yifei Zeng,1,2 Dongxiao Zhang,1 Wenjie Zhao,1 Na Fu,1 Qiao Huang,1 Shuqi Li,2 Chang Gao,2 Jiale Yu2 1Department of Galactophore, Beijing Hospital of Traditional Chinese Medicine, Capital Medical University, Beijing, People’s Republic of China; 2Graduate ...
Zeng Y +7 more
doaj
HRF estimation improves sensitivity of fMRI encoding and decoding models [PDF]
, 2013 Extracting activation patterns from functional Magnetic Resonance Images (fMRI) datasets remains challenging in rapid-event designs due to the inherent delay of blood oxygen level-dependent (BOLD) signal. The general linear model (GLM) allows to estimate
Eickenberg, Michael +3 more
core +3 more sources
A generalized Monte Carlo loop algorithm for frustrated Ising models
, 2010 We introduce a Generalized Loop Move (GLM) update for Monte Carlo simulations of frustrated Ising models on two-dimensional lattices with bond-sharing plaquettes.
G. E. Moore +4 more
core +1 more source
Bacteria Associated with Granulomatous Lobular Mastitis and the Potential for Personalized Therapy
Journal of Investigative Surgery, 2022 Granulomatous lobular mastitis (GLM), also known as idiopathic granulomatous mastitis (IGM), is a chronic inflammatory lesion of the breast. The incidence of GLM has been increasing in recent years, especially among young women.
Xin-Qian Li +5 more
doaj +1 more source
When a mean can be meaningless: evaluating mosquito infections with Plasmodium parasites
ParasitologySeveral malaria control measures aim to reduce infection levels in mosquitoes, and evaluation of these measures usually relies on experimental infections of mosquitoes or evaluation in field populations.
Prince Chigozirim Ubiaru +1 more
doaj +1 more source
PLoS ONE, 2023 Rheumatoid arthritis (RA) is a chronic inflammatory disorder characterized by progressive joint destruction. Green-lipped mussel (GLM) has chondro-modulatory and anti-inflammatory properties, but the mechanism underlying the effect of GLM on RA is ...
SeungCheon Yang +5 more
doaj +1 more source
A comparison of spike time prediction and receptive field mapping with point process generalized linear models, Wiener-Voltera kernels, and spike-triggered averaging methods [PDF]
, 2009 Poster presentation: Characterizing neuronal encoding is essential for understanding information processing in the brain. Three methods are commonly used to characterize the relationship between neural spiking activity and the features of putative ...
Brown, Emery N. +4 more
core +1 more source
Dir‐GLM: A Bayesian GLM With Data‐Driven Reference Distribution
Statistics in MedicineABSTRACT The recently developed semi‐parametric generalized linear model (SPGLM) offers more flexibility as compared to the classical GLM by including the baseline or reference distribution of the response as an additional parameter in the model.
Entejar Alam +2 more
openaire +4 more sources