Graphical models, regression graphs, and recursive linear regression in a unified way

Bolla, Marianna and Abdelkhalek, Fatma and Baranyi, Máté: Graphical models, regression graphs, and recursive linear regression in a unified way. In: Acta scientiarum mathematicarum, (85) 1-2. pp. 9-57. (2019)

[img] Cikk, tanulmány, mű
math_085_numb_001-002_009-057.pdf
Hozzáférés joga: Campus

Download (556kB)

Abstract

This versatile topic goes back to the inventions of Gauss, Markov, and Gibbs, whose ideas are incorporated in graphical models and regression graphs. Later, the geneticist S. Wright (1923–1934) and the philosopher and computer scientist J. Pearl (1986–1987) developed the tools, but their notation is too complicated to formulate the mathematical background. Here we mainly follow the up-to-date discussion of statisticians S. Lauritzen and N. Wermuth, and try to juxtapose the directed–undirected and discrete–continuous cases.

Item Type: Article
Journal or Publication Title: Acta scientiarum mathematicarum
Date: 2019
Volume: 85
Number: 1-2
ISSN: 2064-8316
Page Range: pp. 9-57
Official URL: http://www.acta.hu
DOI: https://doi.org/10.14232/actasm-018-331-4
Uncontrolled Keywords: Regresszió - lineáris, Gráf, Matematika
Additional Information: Bibliogr.: p. 54-56. ; összefoglalás angol nyelven
Date Deposited: 2019. Sep. 25. 09:39
Last Modified: 2019. Sep. 25. 09:39
URI: http://acta.bibl.u-szeged.hu/id/eprint/62132

Actions (login required)

View Item View Item