The Effect an Introduction to Research Design and Causality (Record no. 701247)

MARC details
000 -LEADER
fixed length control field 02507nam a22002417a 4500
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 230222s2022 |||||||| |||| 00| 0 eng d
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9781032125787
022 ## - INTERNATIONAL STANDARD SERIAL NUMBER
ISSN-L 9781032125787
041 ## - LANGUAGE CODE
Language code of text/sound track or separate title English
082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 530.01
Item number HUN
100 ## - MAIN ENTRY--PERSONAL NAME
Personal name Huntington-Klein, Nick
9 (RLIN) 673694
Relator term author
245 ## - TITLE STATEMENT
Title The Effect an Introduction to Research Design and Causality
260 ## - PUBLICATION, DISTRIBUTION, ETC.
Place of publication, distribution, etc. Boca Raton, FL :
Name of publisher, distributor, etc. CRC Press
Date of publication, distribution, etc. c2022
300 ## - PHYSICAL DESCRIPTION
Extent XXVI, 619 p.
Other physical details : ill
500 ## - GENERAL NOTE
General note Biography<br/><br/>Nick Huntington-Klein is a professor of economics at Seattle University specializing in the study of the education system and applied econometrics. He is known as someone who can clearly explain complex topics in econometrics, and his teaching materials have been shared online tens of thousands of times. To his great anguish, his toddler daughter refuses to learn about sampling variation and would rather listen to that one Moana song on repeat.
504 ## - BIBLIOGRAPHY, ETC. NOTE
Bibliography, etc. note Includes Bibliographical References and Index
520 ## - SUMMARY, ETC.
Summary, etc. Summary:<br/>The Effect: An Introduction to Research Design and Causality is about research design, specifically concerning research that uses observational data to make a causal inference. It is separated into two halves, each with different approaches to that subject. The first half goes through the concepts of causality, with very little in the way of estimation. It introduces the concept of identification thoroughly and clearly and discusses it as a process of trying to isolate variation that has a causal interpretation. Subjects include heavy emphasis on data-generating processes and causal diagrams.<br/><br/>Concepts are demonstrated with a heavy emphasis on graphical intuition and the question of what we do to data. When we “add a control variable” what does that actually do?<br/><br/>Key Features:<br/><br/> • Extensive code examples in R, Stata, and Python<br/> • Chapters on overlooked topics in econometrics classes: heterogeneous treatment effects, simulation and power analysis, new cutting-edge methods, and uncomfortable ignored assumptions<br/> • An easy-to-read conversational tone<br/> • Up-to-date coverage of methods with fast-moving literatures like difference-in-differences
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
9 (RLIN) 242835
Topical term or geographic name entry element Causality Physics
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
9 (RLIN) 674000
Topical term or geographic name entry element Design Research
856 ## - ELECTRONIC LOCATION AND ACCESS
Link text TOC
Uniform Resource Identifier <a href="https://eaklibrary.neduet.edu.pk:8443/catalog/bk/books/toc/9781032125787.pdf">https://eaklibrary.neduet.edu.pk:8443/catalog/bk/books/toc/9781032125787.pdf</a>
856 ## - ELECTRONIC LOCATION AND ACCESS
Link text web link
Uniform Resource Identifier <a href="https://www.routledge.com/The-Effect-An-Introduction-to-Research-Design-and-Causality/Huntington-Klein/p/book/9781032125787#">https://www.routledge.com/The-Effect-An-Introduction-to-Research-Design-and-Causality/Huntington-Klein/p/book/9781032125787#</a>
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Source of classification or shelving scheme Dewey Decimal Classification
Koha item type Book
Holdings
Withdrawn status Lost status Source of classification or shelving scheme Physical Form Damaged status Not for loan Purchased by Department/Discipline Home library Current library Shelving location Date acquired Source of acquisition Stock Type Cost, normal purchase price Total Checkouts Full call number Barcode Date last seen Budget Year Cost, replacement price Accession Date Koha item type
    Dewey Decimal Classification Text, Paperback     Department of Economics and Management Sciences Circulation Section Circulation Section Circulation Section 30/01/2023 25 Purchased 7704.32   530.01 HUN 97828 19/02/2024 2022-23 8560.35 30/01/2023 Lending Collection