| 000 | 00000nam u2200205 a 4500 | |
| 001 | 000046105271 | |
| 005 | 20220120190310 | |
| 008 | 220120s2022 flua b 001 0 eng d | |
| 020 | ▼a 9780367705053 (hbk) | |
| 040 | ▼a 211009 ▼c 211009 ▼d 211009 | |
| 082 | 0 4 | ▼a 519.50285 ▼2 23 |
| 084 | ▼a 519.50285 ▼2 DDCK | |
| 090 | ▼a 519.50285 ▼b B893f | |
| 100 | 1 | ▼a Brumback, Babette A. |
| 245 | 1 0 | ▼a Fundamentals of causal inference : ▼b with R / ▼c by Babette A. Brumback. |
| 260 | ▼a Boca Raton, FL : ▼b CRC Press, ▼c 2022. | |
| 300 | ▼a xii, 236 p. : ▼b ill. ; ▼c 24 cm. | |
| 490 | 1 | ▼a Texts in statistical science |
| 504 | ▼a Includes bibliographical references (p. 225-231) and inedx. | |
| 830 | 0 | ▼a Texts in statistical science. |
| 945 | ▼a KLPA |
Holdings Information
| No. | Location | Call Number | Accession No. | Availability | Due Date | Make a Reservation | Service |
|---|---|---|---|---|---|---|---|
| No. 1 | Location Main Library/Western Books/ | Call Number 519.50285 B893f | Accession No. 111857104 | Availability Available | Due Date | Make a Reservation | Service |
Contents information
Table of Contents
1. Introduction. 2. Conditional Probability and Expectation. 3. Potential Outcomes and the Fundamental Problem of Causal Inference. 4. Effect-measure Modification and Causal Interaction. 5. Causal Directed Acyclic Graphs. 6. Adjusting for Confounding: Back-door method via Standardization. 7. Adjusting for Confounding: Difference-in-Differences Estimators. 8. Adjusting for Confounding: Front-door method. 9. Adjusting for Confounding: Instrumental Variables. 10. Adjusting for Confounding: Propensity-score Methods. 11. Efficiency with Precision Variables. 12. Mediation.
