Learning microeconometrics with R (Record no. 218090)

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
Holdings
Withdrawn status Lost status Source of classification or shelving scheme Damaged status Not for loan Collection code Permanent location Current location Shelving location Date acquired Source of acquisition Cost, normal purchase price Item location Total Checkouts Total Renewals Full call number Barcode Checked out 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) 2 2 338.5015195 A2L3 203972 31/01/2022 22/12/2021 22/12/2021 8076.42 Books

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