Inference in “One-Way” Random Designs - Discussing Sub-D and ANOVA based Estimators

Adilson SİLVA

Makale detayları

Inference in “One-Way” Random Designs - Discussing Sub-D and ANOVA based Estimators

Yazarlar:

Adilson SİLVA

Yayıncı:

Abdulkadir KESKİN

Ana Başlıklar:

Analiz

Dergi:

Journal of Statistics and Applied Sciences 2020 Vol.1 Issue 2, pp.107-118

Belge Tipi:

Makale

Yayın Tarihi:

12/2020

Belge Dili:

İngilizce

Document ID (Org No.):

2000521944

Sıklık:

İki Yıllık

eISSN:

2718-0999

Özet:

 

Recently it was shown through simulations studies that Sub-D produces estimates with unbiased and lower variance-covariance estimates than the ANOVA-based estimator, ex- cept in case of random “one-way” balanced designs. In this designs the simulations studies suggested they have the same variance-covariance estimates. This paper aims to compare the common ANOVA-based estimator to Sub-D in random “one-way” designs with two groups of treatment and in random “one-way” balanced designs. The comparison will be conducted through theoretical results and corroborated with simulation studies. It will be proved that the ANOVA-base estimator and Sub-D have exactly the same variance- covariance estimates in both above referred designs. The proof will be given firstly for random “one-way” designs with two groups of treatment and then for random “one-way” balanced designs.

Makale detayları

Inference in “One-Way” Random Designs - Discussing Sub-D and ANOVA based Estimators

Yazarlar: Adilson SİLVA

Yayıncı: Abdulkadir KESKİN

Ana Başlıklar: Analiz

Dergi: Journal of Statistics and Applied Sciences 2020 Vol.1 Issue 2, pp.107-118

Belge Tipi: Makale

Yayın Tarihi: 12/2020

Belge Dili: İngilizce

Document ID (Org No.): 2000521944

Sıklık: İki Yıllık

eISSN: 2718-0999

Sayı

Yazarlar:

Adilson SİLVA

Yayıncı:

Abdulkadir KESKİN

Ana Başlıklar:

Analiz

Dergi:

Journal of Statistics and Applied Sciences 2020 Vol.1 Issue 2, pp.107-118

Belge Tipi:

Makale

Yayın Tarihi:

12/2020

Belge Dili:

İngilizce

Document ID (Org No.):

2000521944

Sıklık:

İki Yıllık

eISSN:

2718-0999