Adams Christopher P. (Federal Trade Commission)
Adams Christopher P. (Federal Trade Commission) - Learning Microeconometrics With R - Hardcover
Adams Christopher P. (Federal Trade Commission) - Learning Microeconometrics With R - Hardcover
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Binding: Hardcover
Description: 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. Key Features: Focuses on the assumptions underlying the algorithms rather than their statistical properties. Presents cutting - edge analysis of factor models and finite mixture models. Uses a hands - on approach to examine the assumptions made by the models and when the models fail to estimate accurately. Utilizes interesting real - world data sets that can be used to analyze important microeconomic problems. Introduces R programming concepts throughout the book. Includes appendices that discuss some of the standard statistical concepts and R programming used in the book.
Title: Learning Microeconometrics With R
Author(s): Adams Christopher P. (Federal Trade Commission)
Publisher: Taylor & Francis Ltd
Barcode: 9780367255381
Pages: 398 Pages, 40 Tables, Black And White; 72 Illustrations, Black And White
Publication Date: 12/30/2020
Series: Chapman & Hall/CRC The R Series
Category: Computer Modelling & Simulation
Description: 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. Key Features: Focuses on the assumptions underlying the algorithms rather than their statistical properties. Presents cutting - edge analysis of factor models and finite mixture models. Uses a hands - on approach to examine the assumptions made by the models and when the models fail to estimate accurately. Utilizes interesting real - world data sets that can be used to analyze important microeconomic problems. Introduces R programming concepts throughout the book. Includes appendices that discuss some of the standard statistical concepts and R programming used in the book.
Title: Learning Microeconometrics With R
Author(s): Adams Christopher P. (Federal Trade Commission)
Publisher: Taylor & Francis Ltd
Barcode: 9780367255381
Pages: 398 Pages, 40 Tables, Black And White; 72 Illustrations, Black And White
Publication Date: 12/30/2020
Series: Chapman & Hall/CRC The R Series
Category: Computer Modelling & Simulation
