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检索条件"主题词=Generalized Linear Models"
1425 条 记 录,以下是1-10 订阅
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Power analysis for zero-inflated Poisson and negative binomial generalized linear models using Monte Carlo simulation
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JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION 2025年 第4期95卷 868-885页
作者: Dennis, Trent Rubin-McGregor, Jordan O'Connell, Michael J. Miami Univ Dept Stat 105 Tallawanda Rd Oxford OH 45056 USA Miami Univ Dept Psychol Oxford OH USA
Many research fields involve count data with zero inflation. A commonly chosen model for analysing a relationship between predictors and a response variable in these scenarios is a zero-inflated generalized linear mod... 详细信息
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Prediction can be safely used as a proxy for explanation in causally consistent Bayesian generalized linear models
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JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION 2025年 第6期95卷 1226-1249页
作者: Scholz, Maximilian Buerkner, Paul-Christian Univ Stuttgart Cluster Excellence SimTech Univ Str 32 D-70569 Stuttgart Germany
Bayesian modeling provides a principled approach to quantifying uncertainty and has seen a surge of applications in recent years. Within the context of a Bayesian workflow, we are concerned with model selection for th... 详细信息
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Penalized Lq-likelihood estimator and its influence function in generalized linear models
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METRIKA 2025年 第1期88卷 1-18页
作者: Hu, Hongchang Liu, Mingqiu Zeng, Zhen Hubei Normal Univ Sch Math & Stat Huangshi 435002 Peoples R China Nanjing Univ Finance & Econ Dept Appl Math Nanjing 210023 Peoples R China
Consider the following generalized linear model (GLM) yi = h(x(i)(T) beta) + e(i), i = 1, 2,..., n, where h(.) is a continuous differentiable function, {e(i)} are independent identically distributed (i.i.d.) random va... 详细信息
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Outcome dependent subsampling divide and conquer in generalized linear models for massive data
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JOURNAL OF STATISTICAL PLANNING AND INFERENCE 2025年 237卷
作者: Yin, Jie Ding, Jieli Yang, Changming Wuhan Univ Sch Math & Stat Wuhan 430072 Hubei Peoples R China BeiGene Beijing Co Ltd Wuhan Branch Wuhan 430000 Hubei Peoples R China
In order to break the constraints and barriers caused by limited computing power in processing massive datasets, we propose an outcome dependent subsampling divide and conquer strategy in this paper. The proposed stra... 详细信息
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Predicting inappropriate source use from scores of language use, source comprehension, and organizational features: A study using generalized linear models
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ASSESSING WRITING 2025年 64卷
作者: Lee, Kwangmin Liao, Ray J. T. Hsiao, I. -Chun Vera Park, Junhee Ye, Yafei Western Michigan Univ Dept Special Educ & Literacy Studies Kalamazoo MI USA Natl Taiwan Ocean Univ Inst Appl English Keelung Taiwan Univ Iowa Dept Teaching & Learning Lowa IA USA Univ Iowa Dept Psychol & Quantitat Fdn Iowa City IA USA Zhengzhou Univ Sch Int Studies Zhengzhou Peoples R China
This paper examines the extent to which inappropriate source use - verbatim source use and patchwriting - can be predicted by scores of other textual features that are commonly evaluated in second/foreign language (L2... 详细信息
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generalized linear models in Non-interactive Local Differential Privacy with Public Data
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JOURNAL OF MACHINE LEARNING RESEARCH 2023年 第1期24卷 1-57页
作者: Wang, Di Hu, Lijie Zhang, Huanyu Gaboardi, Marco Xu, Jinhui King Abdullah Univ Sci & Technol CEMSE Thuwal Saudi Arabia Meta New York NY USA Boston Univ Dept Comp Sci Boston MA 02215 USA SUNY Buffalo Dept Comp Sci & Engn Buffalo NY 14260 USA
In this paper, we study the problem of estimating smooth generalized linear models (GLMs) in the Non-interactive Local Differential Privacy (NLDP) model. Unlike its classical setting, our model allows the server to ac... 详细信息
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generalized linear models incorporating population level information: an empirical-likelihood-based approach
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JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY 2008年 第2期70卷 311-328页
作者: Chaudhuri, Sanjay Handcock, Mark S. Rendall, Michael S. Natl Univ Singapore Dept Stat & Appl Probabil Singapore 117546 Singapore Univ Washington Seattle WA 98195 USA RAND Corp Santa Monica CA USA
In many situations information from a sample of individuals can be supplemented by population level information on the relationship between a dependent variable and explanatory variables. Inclusion of the population l... 详细信息
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generalized linear models with functional predictors
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JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY 2002年 第3期64卷 411-432页
作者: James, GM Univ So Calif Informat & Operat Management Dept Marshall Sch Business Los Angeles CA 90089 USA
We present a technique for extending generalized linear models to the situation where some of the predictor variables are observations from a curve or function. The technique is particularly useful when only fragments... 详细信息
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generalized linear-models AND PROCESS VARIATION
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JOURNAL OF QUALITY TECHNOLOGY 1993年 第4期25卷 288-295页
作者: GREGO, JM
Several approaches have been proposed for optimizing both the mean and variation of a process simultaneously. This paper reviews some of these methods and studies ways in which generalized linear models can be adapted... 详细信息
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generalized linear models and actuarial science
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JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES D-THE STATISTICIAN 1996年 第4期45卷 407-436页
作者: Haberman, S Renshaw, AE CITY UNIV LONDON SCH MATH ACTUARIAL SCI & STAT LONDON EC1N 0HB ENGLAND
The authors review the applications of generalized linear models to actuarial problems. This rich class of statistical model has been successfully applied in recent years to a wide range df problems, involving mortali... 详细信息
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