Additive Poisson regression via forced categorical covariates and generalized fused Lasso.
Mariko YamamuraMineaki OhishiHirokazu YanagiharaPublished in: KES (2023)
Keyphrases
- regression coefficients
- regression model
- group lasso
- ridge regression
- linear regression
- generalized linear models
- model selection
- explanatory variables
- ls svm
- linear models
- response variable
- sample size
- generalized linear
- regression methods
- variable selection
- regression analysis
- canonical correlation analysis
- additive model
- locally weighted
- least squares
- neural network
- categorical data
- partial least squares
- regression problems
- numerical values
- cross validation
- support vector regression
- logistic regression
- gaussian process
- closed form
- fusion method
- linear model
- poisson distribution