Using propensity scores in quasi-experimental designs /
Holmes, William M.
Using propensity scores in quasi-experimental designs / William M.Holmes. - Los Angeles: SAGE, 2014. - xvii, 340 pages : illustrations ; 24 cm.
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.
9781452205267 (pbk. : alk. paper) 1452205264 (pbk. : alk. paper)
2013005294
Statistical decision.
Experimental design.
QA279.4 / HOL 2014
001.4/34
Using propensity scores in quasi-experimental designs / William M.Holmes. - Los Angeles: SAGE, 2014. - xvii, 340 pages : illustrations ; 24 cm.
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.
9781452205267 (pbk. : alk. paper) 1452205264 (pbk. : alk. paper)
2013005294
Statistical decision.
Experimental design.
QA279.4 / HOL 2014
001.4/34