Optimal generalized logistic estimator
From MaRDI portal
Publication:4638718
DOI10.1080/03610926.2017.1307406zbMath1388.62221OpenAlexW2600824727MaRDI QIDQ4638718
Pushpakanthie Wijekoon, Nagarajah Varathan
Publication date: 27 April 2018
Published in: Communications in Statistics - Theory and Methods (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1080/03610926.2017.1307406
logistic regressionmulticollinearitybiased estimatorscalar mean square erroroptimal generalized logistic estimator
Ridge regression; shrinkage estimators (Lasso) (62J07) Point estimation (62F10) Generalized linear models (logistic models) (62J12)
Related Items (7)
An improved and efficient biased estimation technique in logistic regression model ⋮ Modified almost unbiased Liu estimator in logistic regression ⋮ A restricted gamma ridge regression estimator combining the gamma ridge regression and the restricted maximum likelihood methods of estimation ⋮ The r – d class estimator in generalized linear models: applications on gamma, Poisson and binomial distributed responses ⋮ A new biased estimator for the gamma regression model: Some applications in medical sciences ⋮ Optimal generalized logistic estimator ⋮ Optimal stochastic restricted logistic estimator
Cites Work
- Unnamed Item
- Longitudinal data analysis using generalized linear models
- Linear models. Least squares and alternatives
- On almost unbiased ridge logistic estimator for the logistic regression model
- New Shrinkage Parameters for the Liu-type Logistic Estimators
- On Some Ridge Regression Estimators: An Empirical Comparisons
- A Simulation Study of Some Ridge Estimators
- A Monte Carlo Evaluation of Some Ridge-Type Estimators
- A new class of blased estimate in linear regression
- Optimal generalized logistic estimator
- Performance of Some New Ridge Regression Estimators
- Liu-Type Logistic Estimator
- On the Restricted Liu Estimator in the Logistic Regression Model
This page was built for publication: Optimal generalized logistic estimator