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Dynamical pattern recognition for univariate time series and its application to an axial compressor
In this paper, a learning and recognition approach is proposed for univariate time series composed of output measurements of general nonlinear...
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Univariate Analysis: Variance, Variables, Data, and Measurement
Why are some people in the Arab region more likely than others to vote in elections? Why do some countries but not others have higher levels of...
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The linkage between Bitcoin and foreign exchanges in developed and emerging markets
This study investigates the connectedness between Bitcoin and fiat currencies in two groups of countries: the developed G7 and the emerging BRICS....
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Participant characteristics and reasons for non-consent to health information linkage for research: experiences from the ATHENA COVID-19 study
BackgroundThe linkage of primary care, hospital and other health registry data is a global goal, and a consent-based approach is often used....
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Causal relationship between sarcopenia with osteoarthritis and the mediating role of obesity: a univariate, multivariate, two-step Mendelian randomization study
BackgroundRecent genetic evidence supports a causal role for sarcopenia in osteoarthritis, which may be mediated by the occurrence of obesity or...
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Does COVID-19 Outbreak Push Saudi Crude Oil to Connect with Selected GCC Equity Market? Insight of Time Varying Linkage
This paper attempts to investigate the dynamic linkages between Saudi crude oil prices to the select GCC (Gulf Cooperation Council) equity market...
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The linkage of NF-κB signaling pathway-associated long non-coding RNAs with tumor microenvironment and prognosis in cervical cancer
BackgroundNF-κB signaling pathway participate closely in regulating inflammation and immune response in many cancers. Long non-coding RNAs (lncRNAs)...
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HIV self-testing adoption and post-test linkage to care among men who have sex with men in China: a nationwide cross-sectional survey
BackgroundHIV self-testing (HIVST) was recommended to improve HIV testing services. China initiated some of the first HIVST pilots in the world,...
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Molecular phenotypic linkage between N6-methyladenosine methylation and tumor immune microenvironment in hepatocellular carcinoma
PurposeThe crucial role of N 6 -methyladenosine (m 6 A) methylation in anti-tumor immunity and immunotherapy has been broadly depicted. However, the...
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Accounting for epistasis improves genomic prediction of phenotypes with univariate and bivariate models across environments
Key MessageThe accuracy of genomic prediction of phenotypes can be increased by including the top-ranked pairwise SNP interactions into the...
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Benchmark and application of unsupervised classification approaches for univariate data
Unsupervised machine learning, and in particular data clustering, is a powerful approach for the analysis of datasets and identification of...
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Relationship between large and small for gestational age and hospital readmission after postpartum discharge: a population-based, data-linkage study
This study aims to determine the association of small for gestational age (SGA) and large for gestational age (LGA) at birth with hospital...
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An Effective Approach for Identification of Multivariate Global Outlier Using Min, Average and Max Linkage Methods of Agglomerative
Outliers are normally defined as piece of data which is extremely faraway as of the remaining of dataset. Presently no unbending or any of...
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Multivariate canonical correlation analysis identifies additional genetic variants for chronic kidney disease
Chronic kidney diseases (CKD) have genetic associations with kidney function. Univariate genome-wide association studies (GWAS) have identified...
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Educational outcomes among children with congenital heart disease compared to peers: a Scotland-wide record-linkage study of 715,850 schoolchildren
BackgroundNine in every thousand children born in the United Kingdom have congenital heart disease, and 250,000 adults are living with the condition....
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Accelerated Single Linkage Algorithm using the farthest neighbour principle
Single Linkage algorithm is a hierarchical clustering method which is most unsuitable for large dataset because of its high convergence time. The...
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Genome-wide association analysis of plasma lipidome identifies 495 genetic associations
The human plasma lipidome captures risk for cardiometabolic diseases. To discover new lipid-associated variants and understand the link between lipid...
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Outdoor artificial light at night, air pollution, and risk of childhood acute lymphoblastic leukemia in the California Linkage Study of Early-Onset Cancers
Acute lymphoblastic leukemia (ALL) is the most common type of cancer in children (age 0–14 years); however, the etiology remains incompletely...
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Clustering care pathways of people with alcohol dependence using a data linkage of routine data in Bremen, Germany
BackgroundAlthough many individuals with alcohol dependence (AD) are recognized in the German healthcare system, only a few utilize...
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Analysis of endoscopic and pathological features of 6961 cases of gastric cancer
Gastric cancer (GC) stage and tissue differentiation affect treatment efficacy and prognosis, highlighting the importance of understanding the risk...