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Nonparametric Conditional Risk Mapping Under Heteroscedasticity 异方差下的非参数条件风险映射
IF 1.4 4区 数学
Journal of Agricultural Biological and Environmental Statistics Pub Date : 2023-07-21 DOI: 10.1007/s13253-023-00555-0
R. Fernández-Casal, Sergio Castillo-Páez, M. Francisco-Fernández
{"title":"Nonparametric Conditional Risk Mapping Under Heteroscedasticity","authors":"R. Fernández-Casal, Sergio Castillo-Páez, M. Francisco-Fernández","doi":"10.1007/s13253-023-00555-0","DOIUrl":"https://doi.org/10.1007/s13253-023-00555-0","url":null,"abstract":"","PeriodicalId":56336,"journal":{"name":"Journal of Agricultural Biological and Environmental Statistics","volume":null,"pages":null},"PeriodicalIF":1.4,"publicationDate":"2023-07-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"79063898","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Bayesian Hierarchical Models for the Combination of Spatially Misaligned Data: A Comparison of Melding and Downscaler Approaches Using INLA and SPDE 空间错位数据组合的贝叶斯层次模型:使用INLA和SPDE的融合和缩减方法的比较
IF 1.4 4区 数学
Journal of Agricultural Biological and Environmental Statistics Pub Date : 2023-07-13 DOI: 10.1007/s13253-023-00559-w
Ruiman Zhong, P. Moraga
{"title":"Bayesian Hierarchical Models for the Combination of Spatially Misaligned Data: A Comparison of Melding and Downscaler Approaches Using INLA and SPDE","authors":"Ruiman Zhong, P. Moraga","doi":"10.1007/s13253-023-00559-w","DOIUrl":"https://doi.org/10.1007/s13253-023-00559-w","url":null,"abstract":"","PeriodicalId":56336,"journal":{"name":"Journal of Agricultural Biological and Environmental Statistics","volume":null,"pages":null},"PeriodicalIF":1.4,"publicationDate":"2023-07-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"79175844","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Monitoring and Comparing Air and Green House Gases Emissions of Various Countries 监测和比较各国的空气和温室气体排放
IF 1.4 4区 数学
Journal of Agricultural Biological and Environmental Statistics Pub Date : 2023-07-11 DOI: 10.1007/s13253-023-00560-3
A. Shafqat, Qurat ul an Sabir, Su-Fen Yang, Muhammad Aslam, M. Albassam, Kashif Abbas
{"title":"Monitoring and Comparing Air and Green House Gases Emissions of Various Countries","authors":"A. Shafqat, Qurat ul an Sabir, Su-Fen Yang, Muhammad Aslam, M. Albassam, Kashif Abbas","doi":"10.1007/s13253-023-00560-3","DOIUrl":"https://doi.org/10.1007/s13253-023-00560-3","url":null,"abstract":"","PeriodicalId":56336,"journal":{"name":"Journal of Agricultural Biological and Environmental Statistics","volume":null,"pages":null},"PeriodicalIF":1.4,"publicationDate":"2023-07-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"87816182","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
Deep Spatial Q-Learning for Infectious Disease Control 传染病控制的深度空间q -学习
IF 1.4 4区 数学
Journal of Agricultural Biological and Environmental Statistics Pub Date : 2023-07-08 DOI: 10.1007/s13253-023-00551-4
Zhishuai Liu, Jesse Clifton, Eric B. Laber, J. Drake, Ethan X. Fang
{"title":"Deep Spatial Q-Learning for Infectious Disease Control","authors":"Zhishuai Liu, Jesse Clifton, Eric B. Laber, J. Drake, Ethan X. Fang","doi":"10.1007/s13253-023-00551-4","DOIUrl":"https://doi.org/10.1007/s13253-023-00551-4","url":null,"abstract":"","PeriodicalId":56336,"journal":{"name":"Journal of Agricultural Biological and Environmental Statistics","volume":null,"pages":null},"PeriodicalIF":1.4,"publicationDate":"2023-07-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"86158257","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Multivariate Modeling of Precipitation-Induced Home Insurance Risks Using Data Depth 基于数据深度的降水家庭保险风险多元建模
IF 1.4 4区 数学
Journal of Agricultural Biological and Environmental Statistics Pub Date : 2023-07-06 DOI: 10.1007/s13253-023-00554-1
A. K. Dey, V. Lyubchich, Y. Gel
{"title":"Multivariate Modeling of Precipitation-Induced Home Insurance Risks Using Data Depth","authors":"A. K. Dey, V. Lyubchich, Y. Gel","doi":"10.1007/s13253-023-00554-1","DOIUrl":"https://doi.org/10.1007/s13253-023-00554-1","url":null,"abstract":"","PeriodicalId":56336,"journal":{"name":"Journal of Agricultural Biological and Environmental Statistics","volume":null,"pages":null},"PeriodicalIF":1.4,"publicationDate":"2023-07-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"79802340","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A Novel Framework and a New Score for the Comparative Analysis of Forest Models Accounting for the Impact of Climate Change 考虑气候变化影响的森林模型比较分析的新框架和新分数
IF 1.4 4区 数学
Journal of Agricultural Biological and Environmental Statistics Pub Date : 2023-06-23 DOI: 10.1007/s13253-023-00557-y
N. Besic, N. Picard, J. Sainte-Marie, Modeste Meliho, C. Piedallu, M. Legay
{"title":"A Novel Framework and a New Score for the Comparative Analysis of Forest Models Accounting for the Impact of Climate Change","authors":"N. Besic, N. Picard, J. Sainte-Marie, Modeste Meliho, C. Piedallu, M. Legay","doi":"10.1007/s13253-023-00557-y","DOIUrl":"https://doi.org/10.1007/s13253-023-00557-y","url":null,"abstract":"","PeriodicalId":56336,"journal":{"name":"Journal of Agricultural Biological and Environmental Statistics","volume":null,"pages":null},"PeriodicalIF":1.4,"publicationDate":"2023-06-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"89539083","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Role of Taxa Age and Geologic Range: Survival Analysis of Marine Biota over the Last 538 Million Years 分类群年龄和地质范围的作用:过去5.38亿年海洋生物群的生存分析
IF 1.4 4区 数学
Journal of Agricultural Biological and Environmental Statistics Pub Date : 2023-06-15 DOI: 10.1007/s13253-023-00547-0
Lilian B. Pérez-Sosa, Miguel Nakamura, Pablo del Monte-Luna, A. Vicente
{"title":"Role of Taxa Age and Geologic Range: Survival Analysis of Marine Biota over the Last 538 Million Years","authors":"Lilian B. Pérez-Sosa, Miguel Nakamura, Pablo del Monte-Luna, A. Vicente","doi":"10.1007/s13253-023-00547-0","DOIUrl":"https://doi.org/10.1007/s13253-023-00547-0","url":null,"abstract":"","PeriodicalId":56336,"journal":{"name":"Journal of Agricultural Biological and Environmental Statistics","volume":null,"pages":null},"PeriodicalIF":1.4,"publicationDate":"2023-06-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"86967248","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
A Flexible Generalized Poisson Likelihood for Spatial Counts Constructed by Renewal Theory, Motivated by Groundwater Quality Assessment 基于地下水水质评价的更新理论空间计数弹性广义泊松似然
IF 1.4 4区 数学
Journal of Agricultural Biological and Environmental Statistics Pub Date : 2023-06-06 DOI: 10.1007/s13253-023-00550-5
Mahsa Nadifar, H. Baghishani, A. Fallah
{"title":"A Flexible Generalized Poisson Likelihood for Spatial Counts Constructed by Renewal Theory, Motivated by Groundwater Quality Assessment","authors":"Mahsa Nadifar, H. Baghishani, A. Fallah","doi":"10.1007/s13253-023-00550-5","DOIUrl":"https://doi.org/10.1007/s13253-023-00550-5","url":null,"abstract":"","PeriodicalId":56336,"journal":{"name":"Journal of Agricultural Biological and Environmental Statistics","volume":null,"pages":null},"PeriodicalIF":1.4,"publicationDate":"2023-06-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"87555063","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A Modified Neighborhood Hypothesis Test for Population Mean in Functional Data 函数数据中总体均值的修正邻域假设检验
IF 1.4 4区 数学
Journal of Agricultural Biological and Environmental Statistics Pub Date : 2023-06-04 DOI: 10.1007/s13253-023-00549-y
Dhanamalee Bandara, Leif Ellingson, Souparno Ghosh, R. Pal
{"title":"A Modified Neighborhood Hypothesis Test for Population Mean in Functional Data","authors":"Dhanamalee Bandara, Leif Ellingson, Souparno Ghosh, R. Pal","doi":"10.1007/s13253-023-00549-y","DOIUrl":"https://doi.org/10.1007/s13253-023-00549-y","url":null,"abstract":"","PeriodicalId":56336,"journal":{"name":"Journal of Agricultural Biological and Environmental Statistics","volume":null,"pages":null},"PeriodicalIF":1.4,"publicationDate":"2023-06-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"90919917","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A Causal Mediation Model for Longitudinal Mediators and Survival Outcomes with an Application to Animal Behavior. 应用于动物行为的纵向中介和生存结果的因果中介模型。
IF 1.4 4区 数学
Journal of Agricultural Biological and Environmental Statistics Pub Date : 2023-06-01 Epub Date: 2022-04-05 DOI: 10.1007/s13253-022-00490-6
Shuxi Zeng, Elizabeth C Lange, Elizabeth A Archie, Fernando A Campos, Susan C Alberts, Fan Li
{"title":"A Causal Mediation Model for Longitudinal Mediators and Survival Outcomes with an Application to Animal Behavior.","authors":"Shuxi Zeng, Elizabeth C Lange, Elizabeth A Archie, Fernando A Campos, Susan C Alberts, Fan Li","doi":"10.1007/s13253-022-00490-6","DOIUrl":"10.1007/s13253-022-00490-6","url":null,"abstract":"<p><p>In animal behavior studies, a common goal is to investigate the causal pathways between an exposure and outcome, and a mediator that lies in between. Causal mediation analysis provides a principled approach for such studies. Although many applications involve longitudinal data, the existing causal mediation models are not directly applicable to settings where the mediators are measured on irregular time grids. In this paper, we propose a causal mediation model that accommodates longitudinal mediators on arbitrary time grids and survival outcomes simultaneously. We take a functional data analysis perspective and view longitudinal mediators as realizations of underlying smooth stochastic processes. We define causal estimands of direct and indirect effects accordingly and provide corresponding identification assumptions. We employ a functional principal component analysis approach to estimate the mediator process and propose a Cox hazard model for the survival outcome that flexibly adjusts the mediator process. We then derive a g-computation formula to express the causal estimands using the model coefficients. The proposed method is applied to a longitudinal data set from the Amboseli Baboon Research Project to investigate the causal relationships between early adversity, adult physiological stress responses, and survival among wild female baboons. We find that adversity experienced in early life has a significant direct effect on females' life expectancy and survival probability, but find little evidence that these effects were mediated by markers of the stress response in adulthood. We further developed a sensitivity analysis method to assess the impact of potential violation to the key assumption of sequential ignorability. Supplementary materials accompanying this paper appear on-line.</p>","PeriodicalId":56336,"journal":{"name":"Journal of Agricultural Biological and Environmental Statistics","volume":null,"pages":null},"PeriodicalIF":1.4,"publicationDate":"2023-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10321498/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"10164037","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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