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Bayesian estimation in generalized linear models for longitudinal data with hyperspherical coordinates 超球面坐标纵向数据广义线性模型中的贝叶斯估计方法
IF 1.9 4区 数学
Statistics Pub Date : 2024-03-25 DOI: 10.1080/02331888.2024.2332711
Shuli Geng, Lixin Zhang
{"title":"Bayesian estimation in generalized linear models for longitudinal data with hyperspherical coordinates","authors":"Shuli Geng, Lixin Zhang","doi":"10.1080/02331888.2024.2332711","DOIUrl":"https://doi.org/10.1080/02331888.2024.2332711","url":null,"abstract":"Under the framework of generalized linear models (GLM), the generalized estimating equation (GEE) method is typically applied for longitudinal data analysis. However, there are a series of problems...","PeriodicalId":54358,"journal":{"name":"Statistics","volume":"1 1","pages":""},"PeriodicalIF":1.9,"publicationDate":"2024-03-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140300397","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 empirical likelihood inference for the mean absolute deviation 平均绝对偏差的贝叶斯经验似然推论
IF 1.9 4区 数学
Statistics Pub Date : 2024-03-12 DOI: 10.1080/02331888.2024.2325412
Hongyan Jiang, Yichuan Zhao
{"title":"Bayesian empirical likelihood inference for the mean absolute deviation","authors":"Hongyan Jiang, Yichuan Zhao","doi":"10.1080/02331888.2024.2325412","DOIUrl":"https://doi.org/10.1080/02331888.2024.2325412","url":null,"abstract":"The mean absolute deviation (MAD) is a direct measure of the dispersion of a random variable about its mean. In this paper, the empirical likelihood (EL) and the adjusted EL methods for the MAD are...","PeriodicalId":54358,"journal":{"name":"Statistics","volume":"6 1","pages":""},"PeriodicalIF":1.9,"publicationDate":"2024-03-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140106409","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
Matrix variate receiver operating characteristic curve for binary classification 二元分类的矩阵变异接收器工作特征曲线
IF 1.9 4区 数学
Statistics Pub Date : 2024-02-25 DOI: 10.1080/02331888.2024.2320912
G. Siva
{"title":"Matrix variate receiver operating characteristic curve for binary classification","authors":"G. Siva","doi":"10.1080/02331888.2024.2320912","DOIUrl":"https://doi.org/10.1080/02331888.2024.2320912","url":null,"abstract":"In recent years, the study of Receiver Operating Characteristic (ROC) curve analysis has gained significant attention as a means of accurately assessing test performance and determining optimal cut...","PeriodicalId":54358,"journal":{"name":"Statistics","volume":"59 1","pages":""},"PeriodicalIF":1.9,"publicationDate":"2024-02-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139968290","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
Empirical likelihood and estimation in a partially linear varying coefficient model with right censored data 具有右删失数据的部分线性变化系数模型中的经验似然法和估计法
IF 1.9 4区 数学
Statistics Pub Date : 2024-02-25 DOI: 10.1080/02331888.2024.2317776
Liugen G. Xue
{"title":"Empirical likelihood and estimation in a partially linear varying coefficient model with right censored data","authors":"Liugen G. Xue","doi":"10.1080/02331888.2024.2317776","DOIUrl":"https://doi.org/10.1080/02331888.2024.2317776","url":null,"abstract":"In this paper, we study the empirical likelihood and estimation of parameters of interest in a partially linear varying coefficient model with right censored data. Two cases are considered: censori...","PeriodicalId":54358,"journal":{"name":"Statistics","volume":"29 1","pages":""},"PeriodicalIF":1.9,"publicationDate":"2024-02-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139968295","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
Bernstein-based estimation of the cross ratio function 基于伯恩斯坦的交叉比率函数估计
IF 1.9 4区 数学
Statistics Pub Date : 2024-02-25 DOI: 10.1080/02331888.2024.2320924
Steven Abrams, Ömer Sercik, Noël Veraverbeke
{"title":"Bernstein-based estimation of the cross ratio function","authors":"Steven Abrams, Ömer Sercik, Noël Veraverbeke","doi":"10.1080/02331888.2024.2320924","DOIUrl":"https://doi.org/10.1080/02331888.2024.2320924","url":null,"abstract":"Local association measures provide useful insights in time-varying changes in association, especially between time-to-event variables. Such local dependence between two correlated random variables ...","PeriodicalId":54358,"journal":{"name":"Statistics","volume":"34 1","pages":""},"PeriodicalIF":1.9,"publicationDate":"2024-02-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139968287","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
Asymptotic normality of Nadaraya–Waton kernel regression estimation for mixing high-frequency data 混合高频数据的 Nadaraya-Waton 核回归估计的渐近正态性
IF 1.9 4区 数学
Statistics Pub Date : 2024-02-19 DOI: 10.1080/02331888.2024.2317770
Shanchao Yang, Yanzhe Wang, Lanjiao Qin, Xin Yang
{"title":"Asymptotic normality of Nadaraya–Waton kernel regression estimation for mixing high-frequency data","authors":"Shanchao Yang, Yanzhe Wang, Lanjiao Qin, Xin Yang","doi":"10.1080/02331888.2024.2317770","DOIUrl":"https://doi.org/10.1080/02331888.2024.2317770","url":null,"abstract":"High-frequency data is widely used and studied in many fields, especially in the econometrics and statistics. In this paper, the asymptotic normality of Nadaraya–Waton (NW) kernel regression estima...","PeriodicalId":54358,"journal":{"name":"Statistics","volume":"1 1","pages":""},"PeriodicalIF":1.9,"publicationDate":"2024-02-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139920094","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
Elegant robustification of sparse partial least squares by robustness-inducing transformations 通过稳健性诱导变换实现稀疏偏最小二乘法的优雅稳健化
IF 1.9 4区 数学
Statistics Pub Date : 2024-02-12 DOI: 10.1080/02331888.2024.2313507
Sven Serneels, Luca Insolia, Tim Verdonck
{"title":"Elegant robustification of sparse partial least squares by robustness-inducing transformations","authors":"Sven Serneels, Luca Insolia, Tim Verdonck","doi":"10.1080/02331888.2024.2313507","DOIUrl":"https://doi.org/10.1080/02331888.2024.2313507","url":null,"abstract":"Robust alternatives exist for many statistical estimators. State-of-the-art robust methods are fine-tuned to optimize the balance between statistical efficiency and robustness. The resulting estima...","PeriodicalId":54358,"journal":{"name":"Statistics","volume":"1 1","pages":""},"PeriodicalIF":1.9,"publicationDate":"2024-02-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139750822","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
Statistical inference for scale mixture models via Mellin transform approach 通过梅林变换方法进行比例混合模型的统计推断
IF 1.9 4区 数学
Statistics Pub Date : 2024-01-31 DOI: 10.1080/02331888.2024.2309991
Denis Belomestny, Ekaterina Morozova, Vladimir Panov
{"title":"Statistical inference for scale mixture models via Mellin transform approach","authors":"Denis Belomestny, Ekaterina Morozova, Vladimir Panov","doi":"10.1080/02331888.2024.2309991","DOIUrl":"https://doi.org/10.1080/02331888.2024.2309991","url":null,"abstract":"This paper deals with statistical inference for the scale mixture models. We study an estimation approach based on the Mellin–Stieltjes transform that can be applied to both discrete and absolute c...","PeriodicalId":54358,"journal":{"name":"Statistics","volume":"57 1","pages":""},"PeriodicalIF":1.9,"publicationDate":"2024-01-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139645037","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
Survival analysis with censored data: a further twist on ignorability conditions 有删减数据的生存分析：无知条件的进一步扭曲
IF 1.9 4区 数学
Statistics Pub Date : 2024-01-30 DOI: 10.1080/02331888.2023.2283091
Ramon Oller, Guadalupe Gómez Melis
{"title":"Survival analysis with censored data: a further twist on ignorability conditions","authors":"Ramon Oller, Guadalupe Gómez Melis","doi":"10.1080/02331888.2023.2283091","DOIUrl":"https://doi.org/10.1080/02331888.2023.2283091","url":null,"abstract":"A key assumption for the application of methods concerning censored data is that the random nature of the censoring mechanism should be ignorable when making likelihood-based inferences. The consta...","PeriodicalId":54358,"journal":{"name":"Statistics","volume":"59 1","pages":""},"PeriodicalIF":1.9,"publicationDate":"2024-01-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139645287","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
On conditional spacings and their properties under coherent system setting 论相干系统设置下的条件空间及其特性
IF 1.9 4区 数学
Statistics Pub Date : 2024-01-30 DOI: 10.1080/02331888.2024.2307873
Zhengcheng Zhang, N. Balakrishnan, Ziying Zhao
{"title":"On conditional spacings and their properties under coherent system setting","authors":"Zhengcheng Zhang, N. Balakrishnan, Ziying Zhao","doi":"10.1080/02331888.2024.2307873","DOIUrl":"https://doi.org/10.1080/02331888.2024.2307873","url":null,"abstract":"This paper introduces the concepts of conditional spacings and normalized conditional spacings when an (n−k+1)-out-of-n system or a general coherent system having independent and identically distri...","PeriodicalId":54358,"journal":{"name":"Statistics","volume":"15 1","pages":""},"PeriodicalIF":1.9,"publicationDate":"2024-01-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139645095","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
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