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Auctions
  • Language: en
  • Pages: 266

Auctions

  • Type: Book
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  • Published: 2016-01-06
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  • Publisher: MIT Press

How auctions work, in theory and practice, with clear explanations and real-world examples that range from government procurement to eBay. Although it is among the oldest of market institutions, the auction is ubiquitous in today's economy, used for everything from government procurement to selling advertising on the Internet to course assignment at MIT's Sloan School. And yet beyond the small number of economists who specialize in the subject, few people understand how auctions really work. This concise, accessible, and engaging book explains both the theory and the practice of auctions. It describes the main auction formats and pricing rules, develops a simple model to explain bidder behav...

A Gentle Introduction to Effective Computing in Quantitative Research
  • Language: en
  • Pages: 777

A Gentle Introduction to Effective Computing in Quantitative Research

  • Type: Book
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  • Published: 2016-05-13
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  • Publisher: MIT Press

A practical guide to using modern software effectively in quantitative research in the social and natural sciences. This book offers a practical guide to the computational methods at the heart of most modern quantitative research. It will be essential reading for research assistants needing hands-on experience; students entering PhD programs in business, economics, and other social or natural sciences; and those seeking quantitative jobs in industry. No background in computer science is assumed; a learner need only have a computer with access to the Internet. Using the example as its principal pedagogical device, the book offers tried-and-true prototypes that illustrate many important comput...

An Introduction to the Structural Econometrics of Auction Data
  • Language: en
  • Pages: 454

An Introduction to the Structural Econometrics of Auction Data

  • Type: Book
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  • Published: 2006
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  • Publisher: MIT Press

Accompanying CD-ROM contains data and sample computer code for empirical problems.

Handbook of Computational Economics
  • Language: en
  • Pages: 688

Handbook of Computational Economics

  • Type: Book
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  • Published: 2013-12-31
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  • Publisher: Newnes

Handbook of Computational Economics summarizes recent advances in economic thought, revealing some of the potential offered by modern computational methods. With computational power increasing in hardware and algorithms, many economists are closing the gap between economic practice and the frontiers of computational mathematics. In their efforts to accelerate the incorporation of computational power into mainstream research, contributors to this volume update the improvements in algorithms that have sharpened econometric tools, solution methods for dynamic optimization and equilibrium models, and applications to public finance, macroeconomics, and auctions. They also cover the switch to mass...

Structural Econometrics of Auctions
  • Language: en
  • Pages: 244

Structural Econometrics of Auctions

Structural Econometrics of Auctions summarizes the structural econometric analysis of observational data from auctions.

Handbook of Applied Economic Statistics
  • Language: en
  • Pages: 650

Handbook of Applied Economic Statistics

  • Type: Book
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  • Published: 1998-02-03
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  • Publisher: CRC Press

This work examines theoretical issues, as well as practical developments in statistical inference related to econometric models and analysis. This work offers discussions on such areas as the function of statistics in aggregation, income inequality, poverty, health, spatial econometrics, panel and survey data, bootstrapping and time series.

Data Science
  • Language: en
  • Pages: 282

Data Science

  • Type: Book
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  • Published: 2018-04-13
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  • Publisher: MIT Press

A concise introduction to the emerging field of data science, explaining its evolution, relation to machine learning, current uses, data infrastructure issues, and ethical challenges. The goal of data science is to improve decision making through the analysis of data. Today data science determines the ads we see online, the books and movies that are recommended to us online, which emails are filtered into our spam folders, and even how much we pay for health insurance. This volume in the MIT Press Essential Knowledge series offers a concise introduction to the emerging field of data science, explaining its evolution, current uses, data infrastructure issues, and ethical challenges. It has ne...

Numerical Methods in Economics
  • Language: en
  • Pages: 657

Numerical Methods in Economics

  • Type: Book
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  • Published: 2023-04-04
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  • Publisher: MIT Press

To harness the full power of computer technology, economists need to use a broad range of mathematical techniques. In this book, Kenneth Judd presents techniques from the numerical analysis and applied mathematics literatures and shows how to use them in economic analyses. The book is divided into five parts. Part I provides a general introduction. Part II presents basics from numerical analysis on R^n, including linear equations, iterative methods, optimization, nonlinear equations, approximation methods, numerical integration and differentiation, and Monte Carlo methods. Part III covers methods for dynamic problems, including finite difference methods, projection methods, and numerical dynamic programming. Part IV covers perturbation and asymptotic solution methods. Finally, Part V covers applications to dynamic equilibrium analysis, including solution methods for perfect foresight models and rational expectation models. A website contains supplementary material including programs and answers to exercises.