Safe Bayesian Inference of Lasso Censored Regression Based on Multinomial Distribution
| المصدر: | مجلة القادسية للعلوم الإدارية والاقتصادية |
|---|---|
| الناشر: | جامعة القادسية - كلية الادارة والاقتصاد |
| المؤلف الرئيسي: | Mzedawee, Asaad Naser Hussein (Author) |
| المجلد/العدد: | مج25, ع4 |
| محكمة: | نعم |
| الدولة: |
العراق |
| التاريخ الميلادي: |
2023
|
| الصفحات: | 166 - 171 |
| ISSN: |
1816-9171 |
| رقم MD: | 1526710 |
| نوع المحتوى: | بحوث ومقالات |
| اللغة: | الإنجليزية |
| قواعد المعلومات: | EcoLink |
| مواضيع: | |
| كلمات المؤلف المفتاحية: |
Safe Bayesian | Lasso | Censored | Multinomial Distribution | Gibbs Sample Algorithm
|
| رابط المحتوى: |
الناشر لهذه المادة لم يسمح بإتاحتها. |
| المستخلص: |
In this work the author investigate a Bayesian inference in lasso censored regression with more flexible hierarchical prior model. Learning rate parameter proposed to have multinomial distribution which is a prior distribution of the target parameter, so updated hierarchical prior expression developed and Gibbs sample algorithm have independent based on the proposed hierarchical prior model to generate samples from full conditional posterior distribution. Simulation example have conducted to test the performance of the suggested model and real data analysis presented. The result summary of simulation studies and real raw data show that the proposed model perform better than some existing methods |
|---|---|
| ISSN: |
1816-9171 |
عناصر مشابهة
-
Simulation Study for the Reciprocal Lasso Right Censored Response Variable
بواسطة: Mohammed, Fatima Kadhim منشور: (2022) -
New Bayesian Variable Selection for Binary Quantile Regression
بواسطة: Alshaybawee, Taha Hussein منشور: (2023) -
Simulation Study for the Bayesian Reciprocal Adaptive Lasso Quantile Regression
بواسطة: Lafta, Zahraa Awaid منشور: (2022) -
Inference with New Prior Distribution in Composite Quantile Regression
بواسطة: Albadiri, Ali Hussein Jaber منشور: (2024) -
Bayesian Reciprocal Bridge Regression for Ordinal Models with an Application
بواسطة: Al-Hamzawi, Rahim J. منشور: (2023)
