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02862nam a22003853i 4500 |
| 001 - CONTROL NUMBER |
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| control field |
EBC7104473 |
| 003 - CONTROL NUMBER IDENTIFIER |
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| control field |
MiAaPQ |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
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| control field |
20221031135442.0 |
| 007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION |
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cr cnu|||||||| |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
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221028s2016 xx o ||||0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
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| International Standard Book Number |
9781119186861 |
| Qualifying information |
(electronic bk.) |
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| Cancelled/invalid ISBN |
9781119186847 |
| 035 ## - SYSTEM CONTROL NUMBER |
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| System control number |
(MiAaPQ)EBC7104473 |
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| System control number |
(Au-PeEL)EBL7104473 |
| 040 ## - CATALOGING SOURCE |
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| Original cataloging agency |
MiAaPQ |
| Language of cataloging |
eng |
| Description conventions |
rda |
| -- |
pn |
| Transcribing agency |
MiAaPQ |
| Modifying agency |
MiAaPQ |
| 100 1# - MAIN ENTRY--PERSONAL NAME |
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| Personal name |
Pearl, Judea. |
| 245 10 - TITLE STATEMENT |
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| Title |
Causal Inference in Statistics : |
| Remainder of title |
A Primer. |
| 264 #1 - |
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| -- |
Newark : |
| -- |
John Wiley & Sons, Incorporated, |
| -- |
2016. |
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| -- |
�2016. |
| 300 ## - PHYSICAL DESCRIPTION |
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| Extent |
1 online resource (182 pages) |
| 336 ## - |
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text |
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txt |
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rdacontent |
| 337 ## - |
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computer |
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c |
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rdamedia |
| 338 ## - |
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online resource |
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cr |
| -- |
rdacarrier |
| 490 1# - SERIES STATEMENT |
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| Series statement |
New York Academy of Sciences Ser. |
| 505 0# - FORMATTED CONTENTS NOTE |
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| Formatted contents note |
Intro -- Title Page -- Copyright -- Dedication -- Table of Contents -- About the Authors -- Preface -- Acknowledgments -- List of Figures -- About the Companion Website -- Chapter 1: Preliminaries: Statistical and Causal Models -- 1.1 Why Study Causation -- 1.2 Simpson's Paradox -- 1.3 Probability and Statistics -- 1.4 Graphs -- 1.5 Structural Causal Models -- Bibliographical Notes for Chapter 1 -- Chapter 2: Graphical Models and Their Applications -- 2.1 Connecting Models to Data -- 2.2 Chains and Forks -- 2.3 Colliders -- 2.4 d-separation -- 2.5 Model Testing and Causal Search -- Bibliographical Notes for Chapter 2 -- Chapter 3: The Effects of Interventions -- 3.1 Interventions -- 3.2 The Adjustment Formula -- 3.3 The Backdoor Criterion -- 3.4 The Front-Door Criterion -- 3.5 Conditional Interventions and Covariate-Specific Effects -- 3.6 Inverse Probability Weighing -- 3.7 Mediation -- 3.8 Causal Inference in Linear Systems -- Bibliographical Notes for Chapter 3 -- Chapter 4: Counterfactuals and Their Applications -- 4.1 Counterfactuals -- 4.2 Defining and Computing Counterfactuals -- 4.3 Nondeterministic Counterfactuals -- 4.4 Practical Uses of Counterfactuals -- 4.5 Mathematical Tool Kits for Attribution and Mediation -- Bibliographical Notes for Chapter 4 -- References -- Index -- End User License Agreement. |
| 588 ## - |
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| -- |
Description based on publisher supplied metadata and other sources. |
| 590 ## - LOCAL NOTE (RLIN) |
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| Local note |
Electronic reproduction. Ann Arbor, Michigan : ProQuest Ebook Central, 2022. Available via World Wide Web. Access may be limited to ProQuest Ebook Central affiliated libraries. |
| 655 #4 - INDEX TERM--GENRE/FORM |
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| Genre/form data or focus term |
Electronic books. |
| 776 08 - ADDITIONAL PHYSICAL FORM ENTRY |
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| Display text |
Print version: |
| Main entry heading |
Pearl, Judea |
| Title |
Causal Inference in Statistics |
| Place, publisher, and date of publication |
Newark : John Wiley & Sons, Incorporated,c2016 |
| International Standard Book Number |
9781119186847 |
| 797 2# - LOCAL ADDED ENTRY--CORPORATE NAME (RLIN) |
|---|
| Corporate name or jurisdiction name as entry element |
ProQuest (Firm) |
| 830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE |
|---|
| Uniform title |
New York Academy of Sciences Ser. |
| 856 40 - ELECTRONIC LOCATION AND ACCESS |
|---|
| Uniform Resource Identifier |
https://ebookcentral.proquest.com/lib/kliuc-ebooks/detail.action?docID=7104473 |
| Public note |
Click to View |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
|---|
| Source of classification or shelving scheme |
|
| Koha item type |
E-book |
