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检索条件"主题词=Generalized Linear Models"
1428 条 记 录,以下是21-30 订阅
排序:
Asymptotic Properties of Maximum Quasi-Likelihood Estimators in generalized linear models with Diverging Number of Covariates
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Journal of Systems Science & Complexity 2018年 第5期31卷 1362-1376页
作者: GAO Qibing DU Xiuli ZHOU Xiuqing XIE Fengchang School of Mathematics Science Nanjing Normal University
In this paper, for the generalized linear models (GLMs) with diverging number of covariates, the asymptotic properties of maximum quasi-likelihood estimators (MQLEs) under some regular conditions are developed. Th... 详细信息
来源: 评论
Dirichlet Process Mixtures of generalized linear models
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JOURNAL OF MACHINE LEARNING RESEARCH 2011年 第6期12卷 1923-1953页
作者: Hannah, Lauren A. Blei, David M. Powell, Warren B. Duke Univ Dept Stat Sci Durham NC 27708 USA Princeton Univ Dept Comp Sci Princeton NJ 08544 USA Princeton Univ Dept Operat Res & Financial Engn Princeton NJ 08544 USA
We propose Dirichlet Process mixtures of generalized linear models (DP-GLM), a new class of methods for nonparametric regression. Given a data set of input-response pairs, the DP-GLM produces a global model of the joi... 详细信息
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On selecting parametric link transformation families in generalized linear models
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JOURNAL OF STATISTICAL PLANNING AND INFERENCE 1997年 第1期61卷 125-139页
作者: Czado, C YORK UNIV DEPT MATH & STATN YORKON M3J 1P3CANADA
The use of parametric link transformation families in generalized linear models (GLM) has been shown to improve substantially the fit of standard analyses using a fixed link in some data sets (see Czado, 1993, for exa... 详细信息
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A binarization approach to model interactions between categorical predictors in generalized linear models
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APPLIED INTELLIGENCE 2024年 第17-18期54卷 7969-7981页
作者: Carrizosa, Emilio Restrepo, Marcela Galvis Morales, Dolores Romero Univ Seville Inst Matemat Seville Spain Copenhagen Metropolitan Area DEAS Grp Frederiksberg Denmark Copenhagen Business Sch Frederiksberg Denmark
In this paper, our goal is to enhance the interpretability of generalized linear models by identifying the most relevant interactions between categorical predictors. Searching for interaction effects can quickly becom... 详细信息
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A tutorial on generalized linear models
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JOURNAL OF QUALITY TECHNOLOGY 1997年 第3期29卷 274-291页
作者: Myers, RH Montgomery, DC ARIZONA STATE UNIV DEPT IND & MANAGEMENT SYST ENGNTEMPEAZ 85287
Situations in which the observations are not normally distributed arise frequently in the quality engineering field. The standard approach to the analysis of such responses is to transform the response into a new quan... 详细信息
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generalized case-control sampling under generalized linear models
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BIOMETRICS 2023年 第1期79卷 332-343页
作者: Maronge, Jacob M. Tao, Ran Schildcrout, Jonathan S. Rathouz, Paul J. Univ Texas MD Anderson Canc Ctr Dept Biostat Houston TX 77030 USA Vanderbilt Univ Med Ctr Dept Biostat Nashville TN USA Vanderbilt Univ Vanderbilt Genet Inst Med Ctr Nashville TN USA Univ Texas Austin Med Sch Dept Populat Hlth Austin TX 78712 USA
A generalized case-control (GCC) study, like the standard case-control study, leverages outcome-dependent sampling (ODS) to extend to nonbinary responses. We develop a novel, unifying approach for analyzing GCC study ... 详细信息
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Restricted ridge estimator in generalized linear models: Monte Carlo simulation studies on Poisson and binomial distributed responses
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COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION 2019年 第4期48卷 1191-1218页
作者: Kurtoglu, Fikriye Ozkale, M. Revan Cukurova Univ Dept Stat Fac Sci & Letters TR-01330 Adana Turkey
It is known that collinearity among the explanatory variables in generalized linear models (GLMs) inflates the variance of maximum likelihood estimators. To overcome multicollinearity in GLMs, ordinary ridge estimator... 详细信息
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A Compressive Sensing Based Analysis of Anomalies in generalized linear models
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COMMUNICATIONS IN STATISTICS-THEORY AND METHODS 2015年 第13期44卷 2705-2719页
作者: Moore, Brian Natarajan, Balasubramaniam Univ Michigan Dept Elect & Comp Engn Ann Arbor MI 48105 USA Kansas State Univ Dept Elect & Comp Engn Manhattan KS 66506 USA
In this article, we present a compressive sensing based framework for generalized linear model regression that employs a two-component noise model and convex optimization techniques to simultaneously detect outliers a... 详细信息
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A MULTICOLlinearITY DIAGNOSTIC FOR generalized linear-models
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COMMUNICATIONS IN STATISTICS-THEORY AND METHODS 1991年 第4期20卷 1183-1198页
作者: WEISSFELD, LA SEREIKA, SM UNIV PITTSBURGH DEPT BIOSTAT PITTSBURGH PA 15261 USA UNIV PITTSBURGH CTR NURSING RES PITTSBURGH PA 15261 USA
The problem of detection of multicollinearity in generalized linear models is discussed. For this class of models the Belsley, Kuh, and Welsch (1980) multicollinearity diagnostic for the linear model is applied, perfo... 详细信息
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Optimal Sampling for generalized linear models Under Measurement Constraints
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JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS 2021年 第1期30卷 106-114页
作者: Zhang, Tao Ning, Yang Ruppert, David Cornell Univ Dept Stat & Data Sci 301 Malott Hall Ithaca NY 14853 USA Cornell Univ Sch Operat Res & Informat Engn Ithaca NY USA
Under "measurement constraints," responses are expensive to measure and initially unavailable on most of records in the dataset, but the covariates are available for the entire dataset. Our goal is to sample... 详细信息
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