Analysis of microbiome high-dimensional experimental design data using generalized linear models and ANOVA simultaneous component analysis. [PDF]
Abegaz F +6 more
europepmc +1 more source
ABSTRACT Objective High‐resolution MRI enables detailed assessment of intracranial vessel wall pathology in moyamoya vasculopathy. We aimed to classify adult moyamoya vasculopathy etiologies using high‐resolution MRI and to examine subtype‐specific associations between high‐resolution MRI features and ischemic infarction.
Guangsong Han +8 more
wiley +1 more source
Combining dynamic generalized linear models and mechanistic modelling to optimize treatment strategies against bovine respiratory disease. [PDF]
Merca C +5 more
europepmc +1 more source
Markov neighborhood regression for statistical inference of high-dimensional generalized linear models. [PDF]
Sun L, Liang F.
europepmc +1 more source
ABSTRACT Objective To assess the association and discriminative performance of serum biomarkers with clinical disease progression and survival in patients with amyotrophic lateral sclerosis (ALS). Methods This retrospective study, conducted at Houston Methodist Hospital, Houston, TX, used longitudinal serum samples collected between January 2018 and ...
David R. Beers +7 more
wiley +1 more source
Doubly regularized generalized linear models for spatial observations with high-dimensional covariates. [PDF]
Sondhi A, Cheng S, Shojaie A.
europepmc +1 more source
Testing generalized linear models with high-dimensional nuisance parameter. [PDF]
Chen J, Li Q, Chen HY.
europepmc +1 more source
ABSTRACT Background X‐linked adrenoleukodystrophy (X‐ALD) is a neurometabolic disorder caused by pathogenic variants in ABCD1, leading to slowly progressive spinal cord disease in nearly all affected men. Sensitive biomarkers to quantify disease severity and predict progression are needed for clinical care and trial design.
Eda G. Kabak +4 more
wiley +1 more source
A new <i>p</i>-value based multiple testing procedure for generalized linear models. [PDF]
Rilling J, Tang CY.
europepmc +1 more source
Efficient multiple change point detection for high-dimensional generalized linear models. [PDF]
Wang X +4 more
europepmc +1 more source

