Statistical Causal Mediation Analysis with R
| Main Author: | |
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| Corporate Author: | |
| Summary: | VII, 101 p. 41 illus., 30 illus. in color. text |
| Language: | English |
| Published: |
Singapore :
Springer Nature Singapore : Imprint: Springer,
2024.
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| Edition: | 1st ed. 2024. |
| Subjects: | |
| Online Access: | https://doi.org/10.1007/978-981-97-6398-6 |
| Format: | Electronic Book |
Table of Contents:
- Introduction and Background
- Mediation in the Causal Inference Framework
- Estimation of the Causal Mediation Analysis
- Moving from the Single-Mediator to the Multi-Mediator Question
- Sensitivity Analysis
- Conclusion.