2 options
Propensity Score Analysis : Statistical Methods and Applications.
- Format:
- Book
- Author/Creator:
- Guo, Shenyang.
- Series:
- Advanced Quantitative Techniques in the Social Sciences
- Language:
- English
- Subjects (All):
- Social sciences--Statistical methods.
- Social sciences.
- Analysis of variance.
- Physical Description:
- 1 online resource (435 pages)
- Edition:
- 2nd ed.
- Other Title:
- Propensity Score Analysis
- Place of Publication:
- Thousand Oaks : SAGE Publications, Incorporated, 2014.
- Summary:
- Provides readers with a systematic review of the origins, history, and statistical foundations of Propensity Score Analysis (PSA) and illustrates how it can be used for solving evaluation and causal-inference problems.
- Contents:
- Introduction
- Counterfactual framework and assumptions
- Conventional methods for data balancing
- Sample selection and related models
- Propensity score matching and related models
- Propensity score subclassification
- Propensity score weighting
- Matching estimators
- Propensity score analysis with nonparametric regression
- Propensity score analysis of categorical or continuous treatments
- Selection bias and sensitivity analysis
- Concluding remarks.
- Notes:
- Description based on publisher supplied metadata and other sources.
- ISBN:
- 1-4833-7854-3
- 1-4833-5571-3
- 1-4833-2252-1
- 9781483378541
- OCLC:
- 958505119
The Penn Libraries is committed to describing library materials using current, accurate, and responsible language. If you discover outdated or inaccurate language, please fill out this feedback form to report it and suggest alternative language.