A hierarchical generalized linear model with variable selection: studying the response of a representative fish assemblage for large European rivers in a multi-pressure context

2013 ◽  
Vol 27 (7) ◽  
pp. 1719-1734 ◽  
Author(s):  
Jérémy Piffady ◽  
Éric Parent ◽  
Yves Souchon
Keyword(s):  
Variable Selection ◽  
Linear Model ◽  
Fish Assemblage ◽  
Generalized Linear Model ◽  
Hierarchical Generalized Linear Model

Genetic Basics of Seed Traits in Soybean with Bayes Hierarchical Generalized Linear Model Method

2013 ◽  
Vol 39 (2) ◽  
pp. 258 ◽  
Author(s):  
Ning YAN ◽  
Shang-Qian XIE ◽  
Qing-Chun GENG ◽  
Yu XU ◽  
Guang-Jun LI ◽  
...  
Keyword(s):  
Linear Model ◽  
Generalized Linear Model ◽  
Seed Traits ◽  
Hierarchical Generalized Linear Model ◽  
Model Method

scholarly journals Prediction of major international soccer tournaments based on team-specific regularized Poisson regression: An application to the FIFA World Cup 2014

2015 ◽  
Vol 11 (2) ◽  
Author(s):  
Andreas Groll ◽  
Gunther Schauberger ◽  
Gerhard Tutz
Keyword(s):  
Variable Selection ◽  
Regression Model ◽  
Linear Model ◽  
Poisson Regression ◽  
Generalized Linear Model ◽  
Poisson Regression Model ◽  
World Cup ◽  
Fifa World Cup ◽  
Specific Effects ◽  
World Champion

AbstractIn this article an approach for the analysis and prediction of international soccer match results is proposed. It is based on a regularized Poisson regression model that includes various potentially influential covariates describing the national teams’ success in previous FIFA World Cups. Additionally, within the generalized linear model (GLM) framework, also differences of team-specific effects are incorporated. In order to achieve variable selection and shrinkage, we use tailored Lasso approaches. Based on preceding FIFA World Cups, two models for the prediction of the FIFA World Cup 2014 are fitted and investigated. Based on the model estimates, the FIFA World Cup 2014 is simulated repeatedly and winning probabilities are obtained for all teams. Both models favor the actual FIFA World Champion Germany.

scholarly journals Genetic variance for uniformity of body weight in lumpfish (Cyclopterus lumpus) used a double hierarchical generalized linear model

Aquaculture ◽  
2020 ◽  
Vol 514 ◽  
pp. 734515
Author(s):  
Panya Sae-Lim ◽  
Hooi Ling Khaw ◽  
Hanne Marie Nielsen ◽  
Velmurugu Puvanendran ◽  
Øyvind Hansen ◽  
...  
Keyword(s):  
Body Weight ◽  
Linear Model ◽  
Generalized Linear Model ◽  
Genetic Variance ◽  
Hierarchical Generalized Linear Model ◽  
Cyclopterus Lumpus

A Hierarchical Generalized Linear Model in Combination with Dispersion Modeling to Improve Sib-Pair Linkage Analysis

2015 ◽  
Vol 80 (1) ◽  
pp. 12-20 ◽  
Author(s):  
Woojoo Lee ◽  
Jeonghwan Kim ◽  
Youngjo Lee ◽  
Taesung Park ◽  
Young Ju Suh
Keyword(s):  
Linkage Analysis ◽  
Linear Model ◽  
Generalized Linear Model ◽  
Dispersion Modeling ◽  
Hierarchical Generalized Linear Model
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