The Composite Overfit Analysis Framework: Assessing the Out-of-Sample Generalizability of Construct-Based Models Using Predictive Deviance, Deviance Trees, and Unstable Paths.

Saved in:
Bibliographic Details
Title: The Composite Overfit Analysis Framework: Assessing the Out-of-Sample Generalizability of Construct-Based Models Using Predictive Deviance, Deviance Trees, and Unstable Paths.
Authors: Danks, Nicholas P.1 (AUTHOR) nicholas.danks@tcd.ie, Ray, Soumya2 (AUTHOR) soumya.ray@iss.nthu.edu.tw, Shmueli, Galit2 (AUTHOR) galit.shmueli@iss.nthu.edu.tw
Source: Management Science (INFORMS). Jan2024, Vol. 70 Issue 1, p647-669. 23p.
Database: Business Source Ultimate
Full text is not displayed to guests.
FullText Links:
  – Type: pdflink
Text:
  Availability: 1
Header DbId: bsu
DbLabel: Business Source Ultimate
An: 174757871
AccessLevel: 2
PubType: Academic Journal
PubTypeId: academicJournal
PreciseRelevancyScore: 0
IllustrationInfo
Items – Name: Title
  Label: Title
  Group: Ti
  Data: The Composite Overfit Analysis Framework: Assessing the Out-of-Sample Generalizability of Construct-Based Models Using Predictive Deviance, Deviance Trees, and Unstable Paths.
– Name: Author
  Label: Authors
  Group: Au
  Data: <searchLink fieldCode="AR" term="%22Danks%2C+Nicholas+P%2E%22">Danks, Nicholas P.</searchLink><relatesTo>1</relatesTo> (AUTHOR)<i> nicholas.danks@tcd.ie</i><br /><searchLink fieldCode="AR" term="%22Ray%2C+Soumya%22">Ray, Soumya</searchLink><relatesTo>2</relatesTo> (AUTHOR)<i> soumya.ray@iss.nthu.edu.tw</i><br /><searchLink fieldCode="AR" term="%22Shmueli%2C+Galit%22">Shmueli, Galit</searchLink><relatesTo>2</relatesTo> (AUTHOR)<i> galit.shmueli@iss.nthu.edu.tw</i>
– Name: TitleSource
  Label: Source
  Group: Src
  Data: <searchLink fieldCode="JN" term="%22Management+Science+%28INFORMS%29%22">Management Science (INFORMS)</searchLink>. Jan2024, Vol. 70 Issue 1, p647-669. 23p.
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=bsu&AN=174757871
RecordInfo BibRecord:
  BibEntity:
    Identifiers:
      – Type: doi
        Value: 10.1287/mnsc.2023.4705
    Languages:
      – Code: eng
        Text: English
    PhysicalDescription:
      Pagination:
        PageCount: 23
        StartPage: 647
    Titles:
      – TitleFull: The Composite Overfit Analysis Framework: Assessing the Out-of-Sample Generalizability of Construct-Based Models Using Predictive Deviance, Deviance Trees, and Unstable Paths.
        Type: main
  BibRelationships:
    HasContributorRelationships:
      – PersonEntity:
          Name:
            NameFull: Danks, Nicholas P.
      – PersonEntity:
          Name:
            NameFull: Ray, Soumya
      – PersonEntity:
          Name:
            NameFull: Shmueli, Galit
    IsPartOfRelationships:
      – BibEntity:
          Dates:
            – D: 01
              M: 01
              Text: Jan2024
              Type: published
              Y: 2024
          Identifiers:
            – Type: issn-print
              Value: 00251909
          Numbering:
            – Type: volume
              Value: 70
            – Type: issue
              Value: 1
          Titles:
            – TitleFull: Management Science (INFORMS)
              Type: main
ResultId 1