Results 131 to 140 of about 6,398 (252)
Tools for Exploring Multivariate Data: The Package ICS [PDF]
Invariant coordinate selection (ICS) has recently been introduced as a method for exploring multivariate data. It includes as a special case a method for recovering the unmixing matrix in independent components analysis (ICA).
Klaus Nordhausen +2 more
core +1 more source
Bayesian Inference for Multivariate Monotone Densities
Scandinavian Journal of Statistics, EarlyView.ABSTRACT We consider a nonparametric Bayesian approach to estimation and testing for a multivariate monotone density. Instead of following the conventional Bayesian approach of imposing a prior that satisfies the monotonicity restriction, we place a prior on the step heights via binning and a Dirichlet distribution. The resulting posterior distribution
Kang Wang, Subhashis Ghosal
wiley +1 more source
Strictly monotone and smooth nonparametric regression for two or more variables [PDF]
In this article a new monotone nonparametric estimate for a regression function of two or more variables is proposed. The method starts with an unconstrained nonparametric regression estimate and uses successively one-dimensional isotonization procedures.
Dette, Holger, Scheder, Regine
core
UK Medical Cannabis Registry: A Clinical Outcomes Analysis for Autism Spectrum Disorder
Neuropsychopharmacology Reports, Volume 46, Issue 3, September 2026.A case series studying outcomes up to 18 months in autistic patients from the UK Medical Cannabis Registry. ABSTRACT Introduction Autism spectrum disorder (ASD) is a neurodevelopmental disorder associated with distressed behaviors and psychological challenges.
Arushika Aggarwal +17 more
wiley +1 more source
Interpretable Sensor Change Detection via Conditional Cauchy-Schwarz Divergence. [PDF]
Sensors (Basel)Wang W, Shen Y, Ni Y, Wu W.
europepmc +1 more source
Sectoral wage convergence: a nonparametric distributional analysis [PDF]
A nonparametric analysis of the similarity between goods and services wage densities, applying kernel density estimates and an overlap statistic to U.S.
Max Dupuy, Mark E. Schweitzer
core
Hong Kong Journal of Emergency Medicine, Volume 33, Issue 4, August 2026.Abstract Introduction Intra‐abdominal pressure (IAP) and gut microbiota have been associated with the prognosis of patients with sepsis receiving early enteral nutrition (EEN). In this study, we investigated this association and its prognostic value. Methods In this prospective observational study, we enrolled patients with sepsis receiving EEN.
Kaihui Zheng +9 more
wiley +1 more source
Copulas for Covariate Simulation in Pharmacometrics. [PDF]
CPT Pharmacometrics Syst PharmacolGuo Y, Guo T, van Hasselt JGC, Zwep LB.
europepmc +1 more source
Monotone Clusters With Ordinal Interpretation
Statistical Analysis and Data Mining: An ASA Data Science Journal, Volume 19, Issue 4, August 2026.ABSTRACT There has been a growing demand in various sectors, such as healthcare, finance, and social sciences, for clustering methods that not only find quality clusters in data but also provide inherent order among the clusters for better decision‐making and risk assessment. Traditional clustering methods, though effective at grouping data, often fall
Hee Cheol Chung +3 more
wiley +1 more source
Uniform in Bandwidth Consistency of the <i>L</i><sup>1</sup>-Modal Regression Estimator for High-Dimensional Data. [PDF]
Entropy (Basel)Almulhim FA, Alamari MB, Laksaci A.
europepmc +1 more source