Field experiments

Field experiments: design, analysis, and interpretation

by Gerber, Alan S.

Type Book
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Title Statements

  • Full title :Field experiments : design, analysis, and interpretation / Alan S. Gerber, Donald P. Green.

Edition Statements

  • Publication Date:©2012
  • Edition:First edition

Publication Statements

The Physical Object

  • Description:xvii, 492 pages : : illustrations ; : 24 cm

Edition Identifiers

  • ISBN:9780393979954, 0393979954
  • oclc:on1166789409
  • LC Classification:JA86
  • Dewey Decimal:001.4/34

Table of Contents

Introduction -- Causal inference and experimentation -- Sampling distributions, statistical inference, and hypothesis testing -- Using covariates in experimental design and analysis -- One-sided noncompliance -- Two-sided noncompliance -- Attrition -- Interference between experimental units -- Heterogeneous treatment effects -- Mediation -- Integration of research findings -- Instructive examples of experimental design -- Writing a proposal, research report, and journal article -- Appendix A. Protection of human subjects -- Appendix B. Suggested field experiments for class projects.

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