PropertyValue
?:abstract
  • "We introduce a new approach to regression with imprecisely observed data, combining likelihood inference with ideas from imprecise probability theory, and thereby taking different kinds of uncertainty into account. The approach is very general and applicable to various kinds of imprecise data, not only to intervals.In the present paper, we propose a regression method based on this approach, where no parametric distributional assumption is needed and interval estimates of quantiles of the error distribution are used to identify plausible descriptions of the relationship of interest. Therefore, the proposed regression method is very robust. We apply our robust regression method to an interesting question in the social sciences. The analysis, based on survey data, yields a relatively imprecise result, reflecting the high amount of uncertainty inherent in the analyzed data set."Der ALLBUS 2008 dient als Hauptdatensatz. Für die Anwendung der vorgestellten Regressionsmethode werden die Variablen Alter und Einkommen verwendet. (xsd:string)
?:author
?:comment
  • http://epub.ub.uni-muenchen.de/12450/1/report.pdf. (ALLBUS) (xsd:string)
?:dataSource
  • ALLBUS-Bibliography (xsd:string)
?:dateCreated
  • Aufgenommen: 26. Fassung, Februar 2012 (xsd:gyear)
?:dateModified
  • 2011 (xsd:gyear)
?:datePublished
  • 2011 (xsd:gyear)
?:duplicate
is ?:hasPart of
?:inLanguage
  • english (xsd:string)
?:issueNumber
  • 116 (xsd:string)
is ?:mainEntity of
?:name
  • Likelihood-based Imprecise Regression (xsd:string)
?:provider
?:publicationType
  • techreport (xsd:string)
?:reference
?:sourceInfo
  • (116), 2011 (xsd:string)
  • Bibsonomy (xsd:string)
?:studyGroup
  • ALLBUS (xsd:string)
?:tags
  • 2011 (xsd:string)
  • ALLBUS (xsd:string)
  • ALLBUS2008 (xsd:string)
  • ALLBUS_input2011 (xsd:string)
  • ALLBUS_pro (xsd:string)
  • ALLBUS_version26 (xsd:string)
  • FDZ_ALLBUS (xsd:string)
  • checked (xsd:string)
  • english (xsd:string)
  • techreport (xsd:string)
rdf:type
?:uploadDate
  • 11.01.2012 (xsd:gyear)
?:url