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Learning microeconometrics with R

Learning microeconometrics with R (Loan 3 times)

Material type
단행본
Personal Author
Adams, Christopher P., author.
Title Statement
Learning microeconometrics with R / Christopher P. Adams.
Publication, Distribution, etc
Abingdon, Oxon ;   Boca Raton, FL :   CRC Press,   2021.  
Physical Medium
xxx, 368 p. : ill. ; 24 cm.
Series Statement
Chapman & Hall/CRC the R series
ISBN
9780367255381 (hardback)
요약
"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"--
Bibliography, Etc. Note
Includes bibliographical references and index.
Subject Added Entry-Topical Term
Microeconomics. Econometrics. Statistics --Computer programs. Game theory. R (Computer program language).
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010 ▼a 2020030248
020 ▼a 9780367255381 (hardback)
020 ▼z 9780429288333 (ebook)
035 ▼a (KERIS)REF000019339566
040 ▼a DLC ▼b eng ▼e rda ▼c DLC ▼d 211009
042 ▼a pcc
050 0 0 ▼a HB172 ▼b .A35 2021
082 0 0 ▼a 338.501/5195 ▼2 23
084 ▼a 338.5015195 ▼2 DDCK
090 ▼a 338.5015195 ▼b A211L
100 1 ▼a Adams, Christopher P., ▼e author.
245 1 0 ▼a Learning microeconometrics with R / ▼c Christopher P. Adams.
260 ▼a Abingdon, Oxon ; ▼a Boca Raton, FL : ▼b CRC Press, ▼c 2021.
263 ▼a 2011
300 ▼a xxx, 368 p. : ▼b ill. ; ▼c 24 cm.
336 ▼a text ▼b txt ▼2 rdacontent
337 ▼a unmediated ▼b n ▼2 rdamedia
338 ▼a volume ▼b nc ▼2 rdacarrier
490 1 ▼a Chapman & Hall/CRC the R series
504 ▼a Includes bibliographical references and index.
520 ▼a "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"-- ▼c Provided by publisher.
650 0 ▼a Microeconomics.
650 0 ▼a Econometrics.
650 0 ▼a Statistics ▼x Computer programs.
650 0 ▼a Game theory.
650 0 ▼a R (Computer program language).
830 0 ▼a Chapman & Hall/CRC the R series.
945 ▼a KLPA

Holdings Information

No. Location Call Number Accession No. Availability Due Date Make a Reservation Service
No. 1 Location Main Library/Western Books/ Call Number 338.5015195 A211L Accession No. 111844102 Availability Available Due Date Make a Reservation Service B M

Contents information

Table of Contents

I. Experiments.


1. Ordinary Least Squares.


2. Multiple Regression.


3. Instrumental Variables


4. Bounds Estimation.


II. Structural Estimation.


5. Estimating Demand.


6. Estimating Selection Models.


7. Demand Estimation with IV


8. Estimating Games.


9. Estimating Auction Models


III. Repeated Measurement.


10. Panel data.


11. Synthetic Controls.


12. Mixture Models.


IV. Appendices.


A. Measuring Uncertainty.


B. Statistical Programming in R


Acknowledgements


Bibliography

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