View in EDS HTML Full Text PDF Full Text

Causal Inference with a Continuous Treatment: Addressing Positivity Constraints, Nonlinearity, and Effect Heterogeneity.

Saved in:
Bibliographic Details
Title: Causal Inference with a Continuous Treatment: Addressing Positivity Constraints, Nonlinearity, and Effect Heterogeneity.
Authors: Lundberg, Ian1 (AUTHOR) ianlundberg@ucla.edu, Brand, Jennie E.2 (AUTHOR)
Source: Sociological Methodology. Aug2026, Vol. 56 Issue 2, p206-236. 31p.
Database: Sociology Source Ultimate
Full text is not displayed to guests.
FullText Links:
  – Type: pdflink
Text:
  Availability: 1
Header DbId: sxi
DbLabel: Sociology Source Ultimate
An: 195524978
AccessLevel: 2
PubType: Academic Journal
PubTypeId: academicJournal
PreciseRelevancyScore: 0
IllustrationInfo
Items – Name: Title
  Label: Title
  Group: Ti
  Data: Causal Inference with a Continuous Treatment: Addressing Positivity Constraints, Nonlinearity, and Effect Heterogeneity.
– Name: Author
  Label: Authors
  Group: Au
  Data: <searchLink fieldCode="AR" term="%22Lundberg%2C+Ian%22">Lundberg, Ian</searchLink><relatesTo>1</relatesTo> (AUTHOR)<i> ianlundberg@ucla.edu</i><br /><searchLink fieldCode="AR" term="%22Brand%2C+Jennie+E%2E%22">Brand, Jennie E.</searchLink><relatesTo>2</relatesTo> (AUTHOR)
– Name: TitleSource
  Label: Source
  Group: Src
  Data: <searchLink fieldCode="JN" term="%22Sociological+Methodology%22">Sociological Methodology</searchLink>. Aug2026, Vol. 56 Issue 2, p206-236. 31p.
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=sxi&AN=195524978
RecordInfo BibRecord:
  BibEntity:
    Identifiers:
      – Type: doi
        Value: 10.1177/00811750261459364
    Languages:
      – Code: eng
        Text: English
    PhysicalDescription:
      Pagination:
        PageCount: 31
        StartPage: 206
    Titles:
      – TitleFull: Causal Inference with a Continuous Treatment: Addressing Positivity Constraints, Nonlinearity, and Effect Heterogeneity.
        Type: main
  BibRelationships:
    HasContributorRelationships:
      – PersonEntity:
          Name:
            NameFull: Lundberg, Ian
      – PersonEntity:
          Name:
            NameFull: Brand, Jennie E.
    IsPartOfRelationships:
      – BibEntity:
          Dates:
            – D: 01
              M: 08
              Text: Aug2026
              Type: published
              Y: 2026
          Identifiers:
            – Type: issn-print
              Value: 00811750
          Numbering:
            – Type: volume
              Value: 56
            – Type: issue
              Value: 2
          Titles:
            – TitleFull: Sociological Methodology
              Type: main
ResultId 1