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Causal inference for statistics, social, and biomedical sciences : (Record no. 83226)

MARC details
000 -LEADER
fixed length control field	02430cam a2200349 i 4500
001 - CONTROL NUMBER
control field	18214624
005 - DATE AND TIME OF LATEST TRANSACTION
control field	20221028203756.0
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field	140707s2015 nyu b 001 0 eng
010 ## - LIBRARY OF CONGRESS CONTROL NUMBER
LC control number	2014020988
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number	9780521885881
040 ## - CATALOGING SOURCE
Original cataloging agency	DLC
Language of cataloging	eng
Transcribing agency	DLC
Description conventions	rda
Modifying agency	DLC
042 ## - AUTHENTICATION CODE
Authentication code	pcc
050 00 - LIBRARY OF CONGRESS CALL NUMBER
Classification number	H62
Item number	.I537 2015
082 00 - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number	519.54 IMB-G
Edition number	23
100 1# - MAIN ENTRY--PERSONAL NAME
Personal name	Imbens, Guido W.
245 10 - TITLE STATEMENT
Title	Causal inference for statistics, social, and biomedical sciences :
Remainder of title	an introduction /
Statement of responsibility, etc.	Guido W. Imbens and Donald B. Rubin
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT)
Place of publication, distribution, etc.	United Kingdom
Name of publisher, distributor, etc.	Cambridge University Press
Date of publication, distribution, etc.	2015
300 ## - PHYSICAL DESCRIPTION
Extent	625 p.
Dimensions	26 cm
365 ## - TRADE PRICE
Price type code	GBP
Price amount	44.99.
500 ## - GENERAL NOTE
General note	Most questions in social and biomedical sciences are causal in nature: what would happen to individuals, or to groups, if part of their environment were changed? In this groundbreaking text, two world-renowned experts present statistical methods for studying such questions. This book starts with the notion of potential outcomes, each corresponding to the outcome that would be realized if a subject were exposed to a particular treatment or regime. In this approach, causal effects are comparisons of such potential outcomes. The fundamental problem of causal inference is that we can only observe one of the potential outcomes for a particular subject. The authors discuss how randomized experiments allow us to assess causal effects and then turn to observational studies. They lay out the assumptions needed for causal inference and describe the leading analysis methods, including matching, propensity-score methods, and instrumental variables. Many detailed applications are included, with special focus on practical aspects for the empirical researcher.
504 ## - BIBLIOGRAPHY, ETC. NOTE
Bibliography, etc	Includes bibliographical references (pages 591-604) and index.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element	Social sciences
General subdivision	Research.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element	Causation.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element	Inference.
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name	Rubin, Donald B.
856 42 - ELECTRONIC LOCATION AND ACCESS
Materials specified	Contributor biographical information
Uniform Resource Identifier	<a href="http://www.loc.gov/catdir/enhancements/fy1513/2014020988-b.html">http://www.loc.gov/catdir/enhancements/fy1513/2014020988-b.html</a>
856 42 - ELECTRONIC LOCATION AND ACCESS
Materials specified	Publisher description
Uniform Resource Identifier	<a href="http://www.loc.gov/catdir/enhancements/fy1513/2014020988-d.html">http://www.loc.gov/catdir/enhancements/fy1513/2014020988-d.html</a>
856 41 - ELECTRONIC LOCATION AND ACCESS
Materials specified	Table of contents only
Uniform Resource Identifier	<a href="http://www.loc.gov/catdir/enhancements/fy1513/2014020988-t.html">http://www.loc.gov/catdir/enhancements/fy1513/2014020988-t.html</a>
906 ## - LOCAL DATA ELEMENT F, LDF (RLIN)
a	7
b	cbc
c	orignew
d	1
e	ecip
f	20
g	y-gencatlg
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Source of classification or shelving scheme	Dewey Decimal Classification
955 ## - COPY-LEVEL INFORMATION (RLIN)
Book number/undivided call number, CCAL (RLIN)	rm07 2014-07-07
Copy information and material description, CCAL + MDES (RLIN)	rm07 2014-07-07 (telework)
Classification number, CCAL (RLIN)	xn13 2015-07-02 1 copy rec'd., to CIP ver.
952 ## - LOCATION AND ITEM INFORMATION (KOHA)
Withdrawn status

Holdings
Lost status	Source of classification or shelving scheme	Damaged status	Not for loan	Collection code	Home library	Current library	Shelving location	Date acquired	Total Checkouts	Total Renewals	Full call number	Barcode	Checked out	Date last seen	Date last checked out	Price effective from	Koha item type	Public note
	Dewey Decimal Classification			510	BITS Pilani Hyderabad	BITS Pilani Hyderabad	General Stack (For lending)	28/10/2022	1	5	519.54 IMB-G	46467	27/10/2025	29/10/2022	29/10/2022	28/10/2022	Books	Project Book : Dr. Sayan Ghosh.