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Fundamentals of causal inference : with R

Fundamentals of causal inference : with R (1회 대출)

자료유형
단행본
개인저자
Brumback, Babette A.
서명 / 저자사항
Fundamentals of causal inference : with R / by Babette A. Brumback.
발행사항
Boca Raton, FL :   CRC Press,   2022.  
형태사항
xii, 236 p. : ill. ; 24 cm.
총서사항
Texts in statistical science
ISBN
9780367705053 (hbk)
서지주기
Includes bibliographical references (p. 225-231) and inedx.
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

소장정보

No. 소장처 청구기호 등록번호 도서상태 반납예정일 예약 서비스
No. 1 소장처 중앙도서관/서고7층/ 청구기호 519.50285 B893f 등록번호 111857104 도서상태 대출중 반납예정일 2022-07-20 예약 예약가능 R 서비스 M

컨텐츠정보

목차

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.

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