Robust structured heterogeneity analysis approach for high‐dimensional data
Sign Up to like & getrecommendations! Published in 2022 at "Statistics in Medicine"
DOI: 10.1002/sim.9414
Abstract: Revealing relationships between genes and disease phenotypes is a critical problem in biomedical studies. This problem has been challenged by the heterogeneity of diseases. Patients of a perceived same disease may form multiple subgroups, and… read more here.
Keywords: heterogeneity; important genes; heterogeneity analysis; robust structured ... See more keywords
A Compositional Heterogeneity Analysis of Mitochondrial Phylogenomics in Chalcidoidea Involving Two Newly Sequenced Mitogenomes of Eupelminae (Hymenoptera: Chalcidoidea)
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DOI: 10.3390/genes13122340
Abstract: As next-generation sequencing technology becomes more mature and the cost of sequencing continues to fall, researchers are increasingly using mitochondrial genomes to explore phylogenetic relationships among different groups. In this study, we sequenced and analyzed… read more here.
Keywords: heterogeneity; heterogeneity analysis; model; chalcidoidea ... See more keywords
Environmental Policy Shocks and Manufacturing Resilience: A Multi-Path Mechanism and Regional Heterogeneity Analysis
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DOI: 10.3390/su17135932
Abstract: Environmental regulation has become a central policy tool for reconciling the tensions between ecological sustainability and industrial development. Although most existing studies focus on its impact on green innovation or firm behavioral change, attention to… read more here.
Keywords: manufacturing resilience; heterogeneity analysis; resilience; environmental regulation ... See more keywords