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文章基本信息

  • 标题:Robust data analysis in innovation project portfolio management
  • 本地全文:下载
  • 作者:Boris Titarenko ; Amir Hasnaoui ; Roman Titarenko
  • 期刊名称:MATEC Web of Conferences
  • 电子版ISSN:2261-236X
  • 出版年度:2018
  • 卷号:170
  • DOI:10.1051/matecconf/201817001017
  • 语种:English
  • 出版社:EDP Sciences
  • 摘要:The paper states the mathematical model of portfolio management that allows to create an effective portfolio of innovation projects. Within the framework of this model the robust approach to data analysis is applied and expanded for the tasks of regression analysis of project data. The approach of robust estimation of regression parameters based on the maximum likelihood method in case of arbitrary contamination is suggested. A number of heuristic algorithms for estimating regression parameters in the case of symmetric data contamination is reviewed and modified.
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