Propensity score analysis

Propensity score analysis: statistical methods and applications

by Guo, Shenyang

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Title Statements

  • Full title :Propensity score analysis : statistical methods and applications / Shenyang Guo, Washington University in St. Louis, Mark W. Fraser, University of North Carolina at Chapel Hill.

Edition Statements

  • Publication Date:2015
  • Edition:Second edition

Publication Statements

  • Publisher(s):SAGE
  • Place of Publication:Los Angeles
  • Language:eng
  • Publication Date:2015

The Physical Object

  • Description:xxiv, 421 pàgines : : il·lustracions ; : 24 cm

Edition Identifiers

  • ISBN:9781452235004, 1452235007
  • oclc:on1120530881
  • LC Classification:HA29
  • Dewey Decimal:519.5/3

Table of Contents

Introduction -- Counterfactual framework and assumptions -- Conventional methods for data balancing -- Sample selection and related models -- Propensity score matching and related models -- Propensity score subclassification -- Propensity score weighting -- Matching estimators -- Propensity score analysis with nonparametric regression -- Propensity score analysis of categorical or continuous treatments -- Selection bias and sensitivity analysis -- Concluding remarks.

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Subjects

Anàlisi de variància Ciències socials -- Mètodes estadístics

Writers

Guo, Shenyang Fraser, Mark W.

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