Marginal distribution test for checking proportional hazards model assumption
Sign Up to like & getrecommendations! Published in 2019 at "Journal of Statistical Planning and Inference"
DOI: 10.1016/j.jspi.2018.11.004
Abstract: Abstract Let Z be the covariate vector and Y be the response variable with the joint cumulative distribution function F Y , Z . Given a random sample from F Y , Z , in… read more here.
Keywords: hazards model; test; proportional hazards; marginal distribution ... See more keywords
The conditionality principle in high-dimensional regression
Sign Up to like & getrecommendations! Published in 2019 at "Biometrika"
DOI: 10.1093/biomet/asz015
Abstract: Consider a high-dimensional linear regression problem, where the number of covariates is larger than the number of observations and the interest is in estimating the conditional variance of the response variable given the covariates. A… read more here.
Keywords: regression; high dimensional; dimensional regression; marginal distribution ... See more keywords
Image Registration Via Marginal Distribution Adaptation
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Geoscience and Remote Sensing Letters"
DOI: 10.1109/lgrs.2021.3091592
Abstract: The distribution of feature vectors plays a critical role in image registration. In this letter, we propose a novel approach for remote sensing image registration based on marginal distribution adaptation. First, we map the feature… read more here.
Keywords: marginal distribution; registration; image registration; distribution adaptation ... See more keywords
MS-MDA: Multisource Marginal Distribution Adaptation for Cross-Subject and Cross-Session EEG Emotion Recognition
Sign Up to like & getrecommendations! Published in 2021 at "Frontiers in Neuroscience"
DOI: 10.3389/fnins.2021.778488
Abstract: As an essential element for the diagnosis and rehabilitation of psychiatric disorders, the electroencephalogram (EEG) based emotion recognition has achieved significant progress due to its high precision and reliability. However, one obstacle to practicality lies… read more here.
Keywords: emotion recognition; domain; adaptation; marginal distribution ... See more keywords