Field experiments: design, analysis, and interpretation
"Written by two leading experts on experimental methods, this concise text covers the major aspects of experiment design, analysis, and interpretation in clear language. Students learn how to design randomized experiments, analyze the data, and interpret the findings. Beyond the authoritative coverage of the basic methodology, Field Experiments includes numerous features to help students achieve a deeper understanding of field experimentation, including rich examples from the social science lit…
Read More ↓Title Statements
- Full title :Field experiments : design, analysis, and interpretation / Alan S. Gerber, Donald P. Green.
Summary
"Written by two leading experts on experimental methods, this concise text covers the major aspects of experiment design, analysis, and interpretation in clear language. Students learn how to design randomized experiments, analyze the data, and interpret the findings. Beyond the authoritative coverage of the basic methodology, Field Experiments includes numerous features to help students achieve a deeper understanding of field experimentation, including rich examples from the social science literature, problem sets and discussions, datasets, and lists of further readings"--Back cover
Read More ↓Edition Statements
- Publication Date:©2012.
- Edition:1st ed
Publication Statements
- Publisher(s):W.W. Norton
- Place of Publication:New York
- Language:eng
- Publication Date:©2012.
The Physical Object
- Description:xvii, 492 pages : : illustrations ; : 24 cm
Edition Identifiers
- ISBN:9780393979954, 0393979954
- oclc:ocn759908573
- 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 -- Mediation -- Integration of research findings -- Writing an experimental prospectus, research report, and journal article -- Experimental challenges and opportunities.
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