A new linearized ridge Poisson estimator in the presence of multicollinearity

Poisson regression is a very commonly used technique for modeling the count data in applied sciences, in which the model parameters are usually estimated by the maximum likelihood method. However, ...

[1]  G. Özel,et al.  A new modified Jackknifed estimator for the Poisson regression model , 2016 .

[2]  B. M. Golam Kibria,et al.  A Simulation Study of Some Biasing Parameters for the Ridge Type Estimation of Poisson Regression , 2015, Commun. Stat. Simul. Comput..

[3]  Z. Algamal,et al.  Jackknifed Liu-type Estimator in Poisson Regression Model , 2020 .

[4]  A. E. Hoerl,et al.  Ridge Regression: Applications to Nonorthogonal Problems , 1970 .

[5]  F. Gao,et al.  Linearized Ridge Regression Estimator in Linear Regression , 2011 .

[6]  F. Gao,et al.  Linearized Ridge Regression Estimator Under the Mean Squared Error Criterion in a Linear Regression Model , 2011, Commun. Stat. Simul. Comput..

[7]  Hu Yang,et al.  A two-parameter estimator in the negative binomial regression model , 2014 .

[8]  G. C. McDonald,et al.  A Monte Carlo Evaluation of Some Ridge-Type Estimators , 1975 .

[9]  Z. Algamal,et al.  A New Ridge Estimator for the Poisson Regression Model , 2019, Iranian Journal of Science and Technology, Transactions A: Science.

[10]  Kristofer Månsson,et al.  A Poisson ridge regression estimator , 2011 .

[11]  N. H. Jadhav.  On linearized ridge logistic estimator in the presence of multicollinearity , 2020, Comput. Stat..

[12]  A. Genç,et al.  A New Two-Parameter Estimator for the Poisson Regression Model , 2018 .

[13]  B. M. Kibria,et al.  A new Poisson Liu Regression Estimator: method and application , 2019, Journal of applied statistics.

[14]  Pär Sjölander,et al.  Improved Liu Estimators for the Poisson Regression Model , 2012 .

[15]  Liu Kejian,et al.  A new class of blased estimate in linear regression , 1993 .

[16]  D. N. Kashid,et al.  Robust Linearized Ridge M-estimator for Linear Regression Model , 2016, Commun. Stat. Simul. Comput..