Geographically weighted poisson regression under linear model of coregionalization assistance: Application to a bicycle crash study

2021 ◽  
Vol 159 ◽  
pp. 106230
Author(s):  
Shujuan Ji ◽  
Yuanqing Wang ◽  
Yao Wang
Keyword(s):  
Linear Model ◽  
Poisson Regression ◽  
Linear Model Of Coregionalization

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.

Fitting the Linear Model of Coregionalization by Generalized Least Squares

2004 ◽  
Vol 36 (3) ◽  
pp. 323-343 ◽  
Author(s):  
Bernard Pelletier ◽  
Pierre Dutilleul ◽  
Guillaume Larocque ◽  
James W. Fyles
Keyword(s):  
Least Squares ◽  
Linear Model ◽  
Generalized Least Squares ◽  
Linear Model Of Coregionalization
Sign in / Sign up

Export Citation Format

Share Document