جلد 20، شماره 1 - ( 3-1400 )                   جلد 20 شماره 1 صفحات 306-289 | برگشت به فهرست نسخه ها


XML English Abstract Print


Download citation:
BibTeX | RIS | EndNote | Medlars | ProCite | Reference Manager | RefWorks
Send citation to:

Niekerk J V, Bekker A, Arashi M. Matrix-Variate Beta Generator - Developments and Application. JIRSS. 2021; 20 (1) :289-306
URL: http://jirss.irstat.ir/article-1-786-fa.html
Matrix-Variate Beta Generator - Developments and Application. پژوهشنامه انجمن آمار ایران. 1400; 20 (1) :306-289

URL: http://jirss.irstat.ir/article-1-786-fa.html


چکیده:   (634 مشاهده)

Matrix-variate beta distributions are applied in different fields of hypothesis testing, multivariate correlation analysis, zero regression, canonical correlation analysis and etc. A methodology is proposed to generate matrix-variate beta generator distributions by combining the matrix-variate beta kernel with an unknown function of the trace operator. Several statistical characteristics, extensions and developments are presented. Special members are then used in a univariate and multivariate Bayesian analysis setting. These models are fitted to simulated and real datasets, and their fitting and performance are compared to well-established competitors.

متن کامل [PDF 888 kb]   (325 دریافت)    
نوع مطالعه: Special Issue, Original Paper | موضوع مقاله: 62Exx: Distribution theory
دریافت: 1399/9/4 | پذیرش: 1399/11/19 | انتشار: 1400/3/30

بازنشر اطلاعات
Creative Commons License این مقاله تحت شرایط Creative Commons Attribution-NonCommercial 4.0 International License قابل بازنشر است.

کلیه حقوق این وب سایت متعلق به پژوهشنامه انجمن آمار ایران می باشد.

طراحی و برنامه نویسی : یکتاوب افزار شرق

© 2021 CC BY-NC 4.0 | Journal of The Iranian Statistical Society

Designed & Developed by : Yektaweb