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Learning Microeconometrics with R
Buch von Christopher P Adams
Sprache: Englisch

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Beschreibung
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.
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.
Über den Autor

Chris Adams was born and raised in Melbourne Australia and is a lifelong Carlton supporter. Chris received his PhD in economics from the University of Wisconsin - Madison. He has taught at the University of Vermont and in the Johns Hopkins' Masters of Applied Economics program. He has 17 years experience working in merger regulation and antitrust for the US Federal Trade Commission. He is currently a Principal Analyst at the US Congressional Budget Office. Chris' work and research focus on econometrics, empirical industrial organization, pharmaceutical innovation and auctions. His work has been published in various academic journals including The Econometrics Journal, Health Affairs, Health Economics, Marketing Science and Economics Letters. Chris is a colon cancer survivor and a research patient advocate with ECOG-ACRIN. Most importantly, he is a father to CJ and husband to Deena.

Inhaltsverzeichnis

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

Details
Erscheinungsjahr: 2020
Fachbereich: Wahrscheinlichkeitstheorie
Genre: Mathematik
Rubrik: Naturwissenschaften & Technik
Medium: Buch
Seiten: 398
ISBN-13: 9780367255381
ISBN-10: 0367255383
Sprache: Englisch
Einband: Gebunden
Autor: Adams, Christopher P
Hersteller: Taylor & Francis Ltd (Sales)
Maße: 238 x 159 x 27 mm
Von/Mit: Christopher P Adams
Erscheinungsdatum: 30.12.2020
Gewicht: 0,766 kg
preigu-id: 121256724
Über den Autor

Chris Adams was born and raised in Melbourne Australia and is a lifelong Carlton supporter. Chris received his PhD in economics from the University of Wisconsin - Madison. He has taught at the University of Vermont and in the Johns Hopkins' Masters of Applied Economics program. He has 17 years experience working in merger regulation and antitrust for the US Federal Trade Commission. He is currently a Principal Analyst at the US Congressional Budget Office. Chris' work and research focus on econometrics, empirical industrial organization, pharmaceutical innovation and auctions. His work has been published in various academic journals including The Econometrics Journal, Health Affairs, Health Economics, Marketing Science and Economics Letters. Chris is a colon cancer survivor and a research patient advocate with ECOG-ACRIN. Most importantly, he is a father to CJ and husband to Deena.

Inhaltsverzeichnis

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

Details
Erscheinungsjahr: 2020
Fachbereich: Wahrscheinlichkeitstheorie
Genre: Mathematik
Rubrik: Naturwissenschaften & Technik
Medium: Buch
Seiten: 398
ISBN-13: 9780367255381
ISBN-10: 0367255383
Sprache: Englisch
Einband: Gebunden
Autor: Adams, Christopher P
Hersteller: Taylor & Francis Ltd (Sales)
Maße: 238 x 159 x 27 mm
Von/Mit: Christopher P Adams
Erscheinungsdatum: 30.12.2020
Gewicht: 0,766 kg
preigu-id: 121256724
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