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Integrative Classification Using Structural Equation Modeling of Homeostasis 利用平衡结构方程模型进行综合分类
Statistics in Biosciences Pub Date : 2024-02-14 DOI: 10.1007/s12561-024-09418-9
Hong-Bin Fang, Hengzhen Huang, Ao Yuan, Ruzong Fan, Ming T. Tan
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引用次数: 0
Applying Latent Variable Models to Estimate Cumulative Exposure Burden to Chemical Mixtures and Identify Latent Exposure Subgroups: A Critical Review and Future Directions 应用潜在变量模型估算化学混合物的累积暴露负担并确定潜在暴露亚群：重要回顾与未来方向
Statistics in Biosciences Pub Date : 2024-01-22 DOI: 10.1007/s12561-023-09410-9
Shelley H. Liu, Yitong Chen, J. Kuiper, Emily Ho, Jessie P Buckley, Leah Feuerstahler
{"title":"Applying Latent Variable Models to Estimate Cumulative Exposure Burden to Chemical Mixtures and Identify Latent Exposure Subgroups: A Critical Review and Future Directions","authors":"Shelley H. Liu, Yitong Chen, J. Kuiper, Emily Ho, Jessie P Buckley, Leah Feuerstahler","doi":"10.1007/s12561-023-09410-9","DOIUrl":"https://doi.org/10.1007/s12561-023-09410-9","url":null,"abstract":"","PeriodicalId":506368,"journal":{"name":"Statistics in Biosciences","volume":"14 8","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-01-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139609334","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Integrating Summary Information from Many External Studies with Population Heterogeneity and a Study of COVID-19 Pandemic Impact on Mental Health of People with Bipolar Disorder 整合多项外部研究的摘要信息与人群异质性，以及 COVID-19 大流行对躁郁症患者心理健康影响的研究
Statistics in Biosciences Pub Date : 2024-01-16 DOI: 10.1007/s12561-023-09414-5
Yuqi Zhai, Peisong Han, Sebastian Zoellner, Melvin G. McInnis
{"title":"Integrating Summary Information from Many External Studies with Population Heterogeneity and a Study of COVID-19 Pandemic Impact on Mental Health of People with Bipolar Disorder","authors":"Yuqi Zhai, Peisong Han, Sebastian Zoellner, Melvin G. McInnis","doi":"10.1007/s12561-023-09414-5","DOIUrl":"https://doi.org/10.1007/s12561-023-09414-5","url":null,"abstract":"","PeriodicalId":506368,"journal":{"name":"Statistics in Biosciences","volume":" 45","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-01-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139620609","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Statistical Methods for Modeling Exposure Variables Subject to Limit of Detection 受检测极限影响的暴露变量建模统计方法
Statistics in Biosciences Pub Date : 2023-11-28 DOI: 10.1007/s12561-023-09408-3
Eunsil Seok, A. Ghassabian, Yuyan Wang, Mengling Liu
{"title":"Statistical Methods for Modeling Exposure Variables Subject to Limit of Detection","authors":"Eunsil Seok, A. Ghassabian, Yuyan Wang, Mengling Liu","doi":"10.1007/s12561-023-09408-3","DOIUrl":"https://doi.org/10.1007/s12561-023-09408-3","url":null,"abstract":"","PeriodicalId":506368,"journal":{"name":"Statistics in Biosciences","volume":"119 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-11-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139226708","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Residual Diagnostic Methods for Bell-Type Count Models 钟形计数模型的残差诊断方法
Statistics in Biosciences Pub Date : 2023-11-25 DOI: 10.1007/s12561-023-09406-5
Hatice Tul Kubra Akdur, Duygu Kilic, Hulya Bayrak
{"title":"Residual Diagnostic Methods for Bell-Type Count Models","authors":"Hatice Tul Kubra Akdur, Duygu Kilic, Hulya Bayrak","doi":"10.1007/s12561-023-09406-5","DOIUrl":"https://doi.org/10.1007/s12561-023-09406-5","url":null,"abstract":"","PeriodicalId":506368,"journal":{"name":"Statistics in Biosciences","volume":"125 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-11-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139236539","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Detecting Shape-Based Interactions Among Environmental Chemicals Using an Ensemble of Exposure-Mixture Regression and Interpretable Machine Learning Tools 利用暴露-混合物回归组合和可解释的机器学习工具检测环境化学品之间基于形状的相互作用
Statistics in Biosciences Pub Date : 2023-11-23 DOI: 10.1007/s12561-023-09405-6
V. Midya, Chris Gennings
{"title":"Detecting Shape-Based Interactions Among Environmental Chemicals Using an Ensemble of Exposure-Mixture Regression and Interpretable Machine Learning Tools","authors":"V. Midya, Chris Gennings","doi":"10.1007/s12561-023-09405-6","DOIUrl":"https://doi.org/10.1007/s12561-023-09405-6","url":null,"abstract":"","PeriodicalId":506368,"journal":{"name":"Statistics in Biosciences","volume":"94 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-11-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139245722","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Bayesian Modeling on Microbiome Data Analysis: Application to Subgingival Microbiome Study 微生物组数据分析的贝叶斯模型：龈下微生物组研究的应用
Statistics in Biosciences Pub Date : 2023-11-17 DOI: 10.1007/s12561-023-09397-3
Yeongjin Gwon, Fang Yu, Jeffrey B. Payne, Ted R. Mikuls
{"title":"Bayesian Modeling on Microbiome Data Analysis: Application to Subgingival Microbiome Study","authors":"Yeongjin Gwon, Fang Yu, Jeffrey B. Payne, Ted R. Mikuls","doi":"10.1007/s12561-023-09397-3","DOIUrl":"https://doi.org/10.1007/s12561-023-09397-3","url":null,"abstract":"","PeriodicalId":506368,"journal":{"name":"Statistics in Biosciences","volume":"79 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-11-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139265943","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Constrained Multivariate Functional Principal Components Analysis for Novel Outcomes in Eye-Tracking Experiments 针对眼动跟踪实验新结果的受限多变量功能主成分分析法
Statistics in Biosciences Pub Date : 2023-11-16 DOI: 10.1007/s12561-023-09399-1
Brian Kwan, Catherine A. Sugar, Qi Qian, Frederick Shic, Adam Naples, Scott P. Johnson, Sara Jane Webb, S. Jeste, S. Faja, April R. Levin, Geraldine Dawson, James C. McPartland, D. Şentürk
{"title":"Constrained Multivariate Functional Principal Components Analysis for Novel Outcomes in Eye-Tracking Experiments","authors":"Brian Kwan, Catherine A. Sugar, Qi Qian, Frederick Shic, Adam Naples, Scott P. Johnson, Sara Jane Webb, S. Jeste, S. Faja, April R. Levin, Geraldine Dawson, James C. McPartland, D. Şentürk","doi":"10.1007/s12561-023-09399-1","DOIUrl":"https://doi.org/10.1007/s12561-023-09399-1","url":null,"abstract":"","PeriodicalId":506368,"journal":{"name":"Statistics in Biosciences","volume":"18 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-11-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139267340","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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