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检索条件"主题词=Generalized Linear Models"
1428 条 记 录,以下是31-40 订阅
排序:
A hierarchical prior for generalized linear models based on predictions for the mean response
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BIOSTATISTICS 2022年 第4期23卷 1165-1181页
作者: Alt, Ethan M. Psioda, Matthew A. Ibrahim, Joseph G. Brigham & Womens Hosp Div Pharmacoepidemiol & Pharmacoecon 1620 Tremt StSuite 3030 Boston MA 02120 USA Harvard Med Sch 1620 Tremt StSuite 3030 Boston MA 02120 USA Univ N Carolina Dept Biostat 135 Dauer Dr Chapel Hill NC 27599 USA
There has been increased interest in using prior information in statistical analyses. For example, in rare diseases, it can be difficult to establish treatment efficacy based solely on data from a prospective study du... 详细信息
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Regularized generalized linear models to Disclose Host-Microbiome Associations in Colorectal Cancer  23
Regularized Generalized Linear Models to Disclose Host-Micro...
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6th International Conference on Mathematics and Statistics, ICoMS 2023
作者: Ibrahimi, Eliana Norouzirad, Mina Meto, Melisa Lopes, Marta B. Department of Biology University of Tirana Albania Portugal Portugal
Recent studies have shown that gut microbiome is associated with colorectal cancer (CRC) progression and anti-cancer therapy efficacy. This study aims to optimize the ridge, elastic net, and lasso regularized generali... 详细信息
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Empirical Likelihood in generalized linear models with Working Covariance Matrix
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Acta Mathematicae Applicatae Sinica 2022年 第1期38卷 87-97页
作者: Xiu-qing ZHOU Qi-bing GAO Chun-hua ZHU Xiu-li DU Liu-liu MAO School of Mathematical Science Nanjing Normal UniversityNanjing 210097China School of Statistics and Mathematics Nanjing Audit UniversityNanjing 211815China
Empirical likelihood in generalized linear models with multivariate responses and working covariance matrix is *** the weakest assumption on eigenvalues of Fisher’s information matrix and some other regular condition... 详细信息
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Incorporating spatial structure into inclusion probabilities for Bayesian variable selection in generalized linear models with the spike-and-slab elastic net
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JOURNAL OF STATISTICAL PLANNING AND INFERENCE 2022年 217卷 141-152页
作者: Leach, Justin M. Aban, Inmaculada Yi, Nengjun Univ Alabama Birmingham Dept Biostat Sch Publ Hlth 1665 Univ Blvd Birmingham AL 35233 USA
Spike-and-slab priors model predictors as arising from a mixture of distributions: those that should (slab) or should not (spike) remain in the model. The spike-and-slab lasso (SSL) is a mixture of double exponentials... 详细信息
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Multivariate generalized linear models for Twin and Family Data
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BEHAVIOR GENETICS 2022年 第2期52卷 123-140页
作者: Bonat, Wagner Hugo Hjelmborg, Jacob V. B. Univ Fed Parana Dept Stat Curitiba Parana Brazil Univ Southern Denmark Dept Epidemiol & Biostat Odense Denmark
Multivariate twin and family studies are one of the most important tools to assess diseases inheritance as well as to study their genetic and environment interrelationship. The multivariate analysis of twin and family... 详细信息
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The Asymptotic Properties of Scad Penalized generalized linear models with Adaptive Designs
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Journal of Systems Science & Complexity 2021年 第2期34卷 759-773页
作者: GAO Qibing ZHU Chunhua DU Xiuli ZHOU Xingcai YIN Dingxin School of Mathematics Science Nanjing Normal UniversityNanjing 210023China School of Statistics and Mathematics Nanjing Audit UniversityNanjing 211815China
This paper discusses the asymptotic properties of the SCAD(smoothing clipped absolute deviation)penalized quasi-likelihood estimator for generalized linear models with adaptive designs,which extend the related results... 详细信息
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Penalized empirical likelihood for generalized linear models with longitudinal data
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COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION 2021年 第2期50卷 608-623页
作者: Tan, Xiaoyan Yan, Li Shaanxi Normal Univ Sch Math & Informat Sci Xian 710119 Peoples R China
Penalized empirical likelihood for generalized linear models with longitudinal data is considered. It is shown that the penalized empirical likelihood estimators have the oracle property. Also, we conclude that the as... 详细信息
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Detecting Significant Differences Between Information Retrieval Systems via generalized linear models  22
Detecting Significant Differences Between Information Retrie...
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31st ACM International Conference on Information and Knowledge Management (CIKM)
作者: Faggioli, Guglielmo Ferro, Nicola Fuhr, Norbert Univ Padua Padua Italy Univ Duisburg Essen Essen Germany
Being able to compare Information Retrieval (IR) systems correctly is pivotal to improving their quality. Among the most popular tools for statistical significance testing, we list t-test and ANOVA that belong to the ... 详细信息
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Model averaging for generalized linear models in fragmentary data prediction
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Statistical Theory and Related Fields 2022年 第4期6卷 344-352页
作者: Chaoxia Yuan Yang Wu Fang Fang KLATASDS-MOE School of StatisticsEast China Normal UniversityShanghaiPeople's Republic of China
Fragmentary data is becoming more and more popular in many areas which brings big chal-lenges to researchers and data *** existing methods dealing with fragmentary data consider a continuous response while in many app... 详细信息
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Truthful and privacy-preserving generalized linear models
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INFORMATION AND COMPUTATION 2024年 301卷
作者: Qiu, Yuan Liu, Jinyan Wang, Di Georgia Inst Technol Coll Comp Atlanta GA USA Beijing Inst Technol Sch Comp Sci & Technol Beijing Peoples R China Provable Responsible AI & Data Analyt Lab Thuwal Saudi Arabia SDAIA KAUST Ctr Excellence Data Sci & Artificial Thuwal Saudi Arabia King Abdullah Univ Sci & Technol Div CEMSE Thuwal Saudi Arabia
This paper explores estimating generalized linear models (GLMs) when agents are strategic and privacy-conscious. We aim to design mechanisms that encourage truthful reporting, protect privacy, and ensure outputs are c... 详细信息
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