Mastering 'metrics (Record no. 561218)
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000 -LEADER | |
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fixed length control field | 02068 a2200193 4500 |
020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
ISBN | 9780691152844 |
040 ## - CATALOGING SOURCE | |
Transcribing agency | IIT Kanpur |
041 ## - LANGUAGE CODE | |
Language code of text/sound track or separate title | eng |
082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
Classification number | 330.015195 |
Item number | An48m |
100 ## - MAIN ENTRY--AUTHOR NAME | |
Personal name | Angrist, Joshua D. |
245 ## - TITLE STATEMENT | |
Title | Mastering 'metrics |
Remainder of title | the path from cause to effect |
Statement of responsibility, etc | Joshua D. Angrist and Jörn-Steffen Pischke |
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
Name of publisher | Princeton University Press |
Place of publication | Princeton |
Year of publication | 2015 |
300 ## - PHYSICAL DESCRIPTION | |
Number of Pages | xv, 282p |
520 ## - SUMMARY, ETC. | |
Summary, etc | Applied econometrics, known to aficionados as 'metrics, is the original data science. 'Metrics encompasses the statistical methods economists use to untangle cause and effect in human affairs. Through accessible discussion and with a dose of kung fu–themed humor, Mastering 'Metrics presents the essential tools of econometric research and demonstrates why econometrics is exciting and useful.<br/><br/>The five most valuable econometric methods, or what the authors call the Furious Five--random assignment, regression, instrumental variables, regression discontinuity designs, and differences in differences--are illustrated through well-crafted real-world examples (vetted for awesomeness by Kung Fu Panda's Jade Palace). Does health insurance make you healthier? Randomized experiments provide answers. Are expensive private colleges and selective public high schools better than more pedestrian institutions? Regression analysis and a regression discontinuity design reveal the surprising truth. When private banks teeter, and depositors take their money and run, should central banks step in to save them? Differences-in-differences analysis of a Depression-era banking crisis offers a response. Could arresting O. J. Simpson have saved his ex-wife's life? Instrumental variables methods instruct law enforcement authorities in how best to respond to domestic abuse.<br/><br/>Wielding econometric tools with skill and confidence, Mastering 'Metrics uses data and statistics to illuminate the path from cause to effect. |
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
Topical Term | Econometrics |
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
Topical Term | Econometrics -- Data processing |
700 ## - ADDED ENTRY--PERSONAL NAME | |
Personal name | Pischke, Jörn-Steffen |
942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
Koha item type | Books |
Withdrawn status | Lost status | Damaged status | Not for loan | Collection code | Home library | Current library | Date acquired | Source of acquisition | Cost, normal purchase price | Full call number | Accession Number | Cost, replacement price | Koha item type |
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General Stacks | PK Kelkar Library, IIT Kanpur | PK Kelkar Library, IIT Kanpur | 22/06/2020 | 60 | 1790.96 | 330.015195 An48m | A185287 | 2595.60 | Books |