Learning microeconometrics with R (Record no. 218090)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 02746aam a2200253 4500 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 210722b2021 ||||| |||| 00| 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9780367255381 |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 338.5015195 |
| Item number | A2L3 |
| 100 ## - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Adams, Christopher P. |
| 9 (RLIN) | 410420 |
| 245 ## - TITLE STATEMENT | |
| Title | Learning microeconometrics with R |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Name of publisher, distributor, etc | CRC Press |
| Date of publication, distribution, etc | 2021 |
| Place of publication, distribution, etc | Boca Raton |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | xxx, 368 p. |
| Other physical details | Includes index and bibliographic references |
| 440 ## - SERIES STATEMENT/ADDED ENTRY--TITLE | |
| Title | Chapman & Hall/CRC the R series |
| 9 (RLIN) | 410427 |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE | |
| Bibliography, etc | Table of contents<br/><br/>Introduction<br/>Part Part I<br/>Experiments<br/>Chapter 1|<br/>Ordinary Least Squares<br/>Chapter 2|<br/>Multiple Regression<br/>Chapter 3|<br/>Instrumental Variables<br/>Chapter 4|<br/>Bounds Estimation<br/>Part Part II|<br/>Structural Estimation<br/>Chapter 5|<br/>Estimating Demand<br/>Chapter 6|<br/>Estimating Selection Models<br/>Chapter 7|<br/>Demand Estimation with IV<br/>Chapter 8|<br/>Estimating Games<br/>Chapter 9|<br/>Estimating Auction Models<br/>Part Part III|<br/>Repeated Measurement<br/>Chapter 10|<br/>Panel Data<br/>Chapter 11|<br/>Synthetic Controls<br/>Chapter 12|<br/>Mixture Models<br/><br/> |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc | This book provides an introduction to the field of microeconometrics through the use of R. The focus is on applying current learning from the field to real world problems. It uses R to both teach the concepts of the field and show the reader how the techniques can be used. It is aimed at the general reader with the equivalent of a bachelor’s degree in economics, statistics or some more technical field. It covers the standard tools of microeconometrics, OLS, instrumental variables, Heckman selection and difference in difference. In addition, it introduces bounds, factor models, mixture models and empirical Bayesian analysis.<br/><br/>Key Features:<br/><br/>Focuses on the assumptions underlying the algorithms rather than their statistical properties.<br/>Presents cutting-edge analysis of factor models and finite mixture models.<br/>Uses a hands-on approach to examine the assumptions made by the models and when the models fail to estimate accurately.<br/>Utilizes interesting real-world data sets that can be used to analyze important microeconomic problems.<br/>Introduces R programming concepts throughout the book.<br/>Includes appendices that discuss some of the standard statistical concepts and R programming used in the book<br/><br/>https://www.taylorfrancis.com/books/mono/10.1201/9780429288333/learning-microeconometrics-christopher-adams<br/> |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Econometrics |
| 9 (RLIN) | 291 |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Statistics - Computer programs |
| 9 (RLIN) | 177511 |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | R - Computer program language |
| 9 (RLIN) | 55638 |
| 700 ## - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Chambers, John M. |
| Relator term | Series Editor |
| 9 (RLIN) | 342777 |
| 700 ## - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Hothorn, Torsten |
| Relator term | Series Editor |
| 9 (RLIN) | 410428 |
| 700 ## - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Lang, Duncan Temple |
| Relator term | Series Editor |
| 9 (RLIN) | 323044 |
| 700 ## - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Wickham, Hadley |
| Relator term | Series Editor |
| 9 (RLIN) | 410429 |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Source of classification or shelving scheme | |
| Item type | Books |
| Withdrawn status | Lost status | Source of classification or shelving scheme | Damaged status | Not for loan | Collection code | Home library | Current library | Shelving location | Date acquired | Source of acquisition | Cost, normal purchase price | Item location | Total Checkouts | Total Renewals | Full call number | Barcode | Date last seen | Date last borrowed | Cost, replacement price | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Non-fiction | Vikram Sarabhai Library | Vikram Sarabhai Library | General Stacks | 26/07/2021 | 2 | 6461.14 | Slot 915 (0 Floor, East Wing) | 5 | 4 | 338.5015195 A2L3 | 203972 | 08/11/2022 | 07/11/2022 | 8076.42 | Books |