Quotation Frühwirth-Schnatter, Sylvia. 2011. Computational Statistics - How to make complex data analysis feasible. Österreichische Statistische Gesellschaft (Austrian Statistical Society), Wien, Österreich, 06.06.


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Abstract

Computational statistics is the interface between statistics, computer science and numerical analysis. It aims at developing efficient algorithms that allow to implement statistical methods that were impractical before the advent of computers. The talk presents several recent research projects, carried out at the Department of Applied Statistics at the Johannes Kepler University. It will be demonstrated how computational statistics makes it possible to analyze increasingly large data sets using statistical methods of increasing complexity. These projects include variable selection and model specification search in high dimensional model spaces with applications in marketing and unsupervised clustering of high dimensional data sets with applications in labor economics and bioinformatics.

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Status of publication Published
Affiliation WU
Type of publication Paper presented at an academic conference or symposium
Language English
Title Computational Statistics - How to make complex data analysis feasible
Event Österreichische Statistische Gesellschaft (Austrian Statistical Society)
Year 2011
Date 06.06
Country Austria
Location Wien
URL http://www.osg.or.at/main.asp?VID=1&kat1=60&kat2=401&kat3=312&Text=&GenLiPage=2&NID=685

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Frühwirth-Schnatter, Sylvia (Details)
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