Penalized Likelihood Regression with Negative Binomial Data with Unknown Shape Parameter

초록

We consider penalized likelihood regression with data from the negative bino-mial distribution with unknown shape parameter. Smoothing parameter selectionand asymptotically ecient low dimensional approximations are employed for nega-tive binomial data along with shape parameter estimation through several dierentalgorithms.

키워드

Negative binomial; penalized likelihood; shape parameter; smoothingparameter.; Negative binomial; penalized likelihood; shape parameter; smoothingparameter.
제목
Penalized Likelihood Regression with Negative Binomial Data with Unknown Shape Parameter
저자
김영주
발행일
2007-04
유형
Y
저널명
Communications for Statistical Applications and Methods
권
14
호
1
페이지
23 ~ 32