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AimsThis study aimed to build a prediction model to early diagnose intracranial atherosclerosis (ICAS)-related large vascular occlusion (LVO) in acute ischemic stroke patients before digital subtractive angiography.MethodsPatients enrolled in the DIRECT ...
He Li +12 more
doaj +1 more source
Global permutation tests for multivariate ordinal data: alternatives, test statistics, and the null dilemma [PDF]
We discuss two-sample global permutation tests for sets of multivariate ordinal data in possibly high-dimensional setups, motivated by the analysis of data collected by means of the World Health Organisation's International Classification of Functioning,
Cieza, Alarcos +2 more
core +1 more source
The Investigation of the Relationship Between Growth Type and Capital Structure of Firms [PDF]
The purpose of this study was to investigation the relationship between growth type and capital structure of listed firms in Tehran Stock Exchange. For this purpose, the firms are classified in to three groups low, mix and high growth and statistical ...
Omid Pourheydari +4 more
doaj +1 more source
Pulmonary outcomes following specialized respiratory management for acute cervical spinal cord injury: a retrospective analysis. [PDF]
Study designRetrospective analysis.ObjectivesTo identify multivariate interactions of respiratory function that are sensitive to spinal cord injury level and pharmacological treatment to promote strategies that increase successful liberation from ...
Crew, JD +5 more
core +1 more source
Variability of eight Polish populations of Pinus sylvestris L. expressed in traits of cones
Two-year old cones were collected from 257 standing Pinus sylvestris L. trees, representing 8 Polish populations of the species. The cones were analyzed in respect to 11 morphological traits.
Maria A. Bobowicz, Adolf F. Korczyk
doaj +1 more source
Multivariate search for differentially expressed gene combinations
Background To identify differentially expressed genes, it is standard practice to test a two-sample hypothesis for each gene with a proper adjustment for multiple testing. Such tests are essentially univariate and disregard the multidimensional structure
Klebanov Lev +4 more
doaj +1 more source
A new test for the mean vector in high-dimensional data [PDF]
For the testing of the mean vector where the data are drawn from a multivariate normal population, the renowned Hotelling’s T 2 test is no longer valid when the dimension of the data equals or exceeds the sample size.
Knavoot Jiamwattanapong +1 more
doaj
Closed testing using surrogate hypotheses with restricted alternatives.
IntroductionThe closed testing principle provides strong control of the type I error probabilities of tests of a set of hypotheses that are closed under intersection such that a given hypothesis H can only be tested and rejected at level α if all ...
John M Lachin +3 more
doaj +1 more source
Before making investment decisions, investors need to analyze the pattern of trading days which change daily because of investors’ behavior in stock trading activity that affects the pattern of daily stock price movements.
Erric Wijaya, Fatiah Istarini
doaj +1 more source
Selecting the number of principal components: estimation of the true rank of a noisy matrix [PDF]
Principal component analysis (PCA) is a well-known tool in multivariate statistics. One significant challenge in using PCA is the choice of the number of components.
Choi, Yunjin +2 more
core

