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

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Author/Creator:
Holmes, William M.
Language:
English.
Publication date:
2014
Publication:
Los Angeles, California : SAGE Publications, Inc., [2014]
Format:
  • Book
  • xvii, 340 pages : illustrations ; 24 cm
Bibliography:
Includes bibliographical references (pages 320-326) and indexes.
Contents:
  • Quasi-experiments and nonequivalent 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
  • C. SPSS commands for propensity use
  • D. SAS commands for propensity use.
Subjects:
ISBN:
9781452205267
1452205264
9781452270098
1452270090

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