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Using propensity scores in quasi-experimental designs / William M.Holmes.

By: Material type: TextTextPublication details: Los Angeles: SAGE, 2014.Description: xvii, 340 pages : illustrations ; 24 cmISBN:
  • 9781452205267 (pbk. : alk. paper)
  • 1452205264 (pbk. : alk. paper)
Subject(s): DDC classification:
  • 001.4/34 23
LOC classification:
  • QA279.4 HOL 2014
Contents:
Preface -- Approach of the book -- Introduction : quasi-experiments and non-equivalent groups -- Causal inference using control variables -- Causal inference using counterfactual designs -- Propensity approaches of quasi-experiments -- Propensity matching -- Propensity matching : optimized solution -- Propensities and covariate controls -- Use with generalized linear models -- Propensity with correlated samples -- Handling missing data -- Repairing broken experiments -- A. STATA commands for propensity use -- B. R commands for propensity use -- SPSS commands for propensity use -- SAS commands for propensity use -- References -- Index.
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Holdings
Item type Current library Call number Copy number Status Barcode
Books in General collection Books in General collection Mzuzu University Library and Learning Resources Centre QA 279.4 HOL 2014 (Browse shelf(Opens below)) 014815 Available MzULM-014815

Includes bibliographical references (pages 320-326) and index.

Preface -- Approach of the book -- Introduction : quasi-experiments and non-equivalent groups -- Causal inference using control variables -- Causal inference using counterfactual designs -- Propensity approaches of quasi-experiments -- Propensity matching -- Propensity matching : optimized solution -- Propensities and covariate controls -- Use with generalized linear models -- Propensity with correlated samples -- Handling missing data -- Repairing broken experiments -- A. STATA commands for propensity use -- B. R commands for propensity use -- SPSS commands for propensity use -- SAS commands for propensity use -- References -- Index.

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