The Economics of Artificial Intelligence

The Economics of Artificial Intelligence PDF Author: Ajay Agrawal
Publisher: University of Chicago Press
ISBN: 0226833127
Category : Business & Economics
Languages : en
Pages : 172

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Book Description
A timely investigation of the potential economic effects, both realized and unrealized, of artificial intelligence within the United States healthcare system. In sweeping conversations about the impact of artificial intelligence on many sectors of the economy, healthcare has received relatively little attention. Yet it seems unlikely that an industry that represents nearly one-fifth of the economy could escape the efficiency and cost-driven disruptions of AI. The Economics of Artificial Intelligence: Health Care Challenges brings together contributions from health economists, physicians, philosophers, and scholars in law, public health, and machine learning to identify the primary barriers to entry of AI in the healthcare sector. Across original papers and in wide-ranging responses, the contributors analyze barriers of four types: incentives, management, data availability, and regulation. They also suggest that AI has the potential to improve outcomes and lower costs. Understanding both the benefits of and barriers to AI adoption is essential for designing policies that will affect the evolution of the healthcare system.

The Economics of Artificial Intelligence

The Economics of Artificial Intelligence PDF Author: Ajay Agrawal
Publisher: University of Chicago Press
ISBN: 0226833127
Category : Business & Economics
Languages : en
Pages : 172

Get Book Here

Book Description
A timely investigation of the potential economic effects, both realized and unrealized, of artificial intelligence within the United States healthcare system. In sweeping conversations about the impact of artificial intelligence on many sectors of the economy, healthcare has received relatively little attention. Yet it seems unlikely that an industry that represents nearly one-fifth of the economy could escape the efficiency and cost-driven disruptions of AI. The Economics of Artificial Intelligence: Health Care Challenges brings together contributions from health economists, physicians, philosophers, and scholars in law, public health, and machine learning to identify the primary barriers to entry of AI in the healthcare sector. Across original papers and in wide-ranging responses, the contributors analyze barriers of four types: incentives, management, data availability, and regulation. They also suggest that AI has the potential to improve outcomes and lower costs. Understanding both the benefits of and barriers to AI adoption is essential for designing policies that will affect the evolution of the healthcare system.

Economics for Mathematicians

Economics for Mathematicians PDF Author: John William Scott Cassels
Publisher: Cambridge University Press
ISBN: 052128614X
Category : Business & Economics
Languages : en
Pages : 161

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Book Description
This is the expanded notes of a course intended to introduce students specializing in mathematics to some of the central ideas of traditional economics. The book should be readily accessible to anyone with some training in university mathematics; more advanced mathematical tools are explained in the appendices. Thus this text could be used for undergraduate mathematics courses or as supplementary reading for students of mathematical economics.

Economics for Beginners

Economics for Beginners PDF Author: Andy Prentice
Publisher: Usborne Publishing Ltd
ISBN: 1801313830
Category : Juvenile Nonfiction
Languages : en
Pages : 134

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Book Description
Nobody has everything they need, all the time – so how can we make do with what we have? Economics is all about understanding the choices we make to solve this problem. With bright, infographics pictures, this informative book describes why markets are so important, how businesses work out what to sell, and how governments choose how to run a country. Includes Usborne Quicklinks to specially selected websites for more information.

Favorite Ways to Learn Economics

Favorite Ways to Learn Economics PDF Author: David A. Anderson
Publisher: Cengage Learning
ISBN: 9780324222029
Category : Economics
Languages : en
Pages : 0

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Book Description
See economics in action with FAVORITE WAYS TO LEARN ECONOMICS! This manual of experiments and problem sets uses hands-on experiments to reinforce the principles of microeconomics and macroeconomics. With relevant problems, follow-up experiments, opportunities of real-world decision making, and problem sets, mastering economic principles has never been easier!

Further Mathematics for Economic Analysis

Further Mathematics for Economic Analysis PDF Author: Knut Sydsæter
Publisher: Prentice Hall
ISBN:
Category : Business & Economics
Languages : en
Pages : 610

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Book Description
Further Mathematics for Economic Analysis By Sydsaeter, Hammond, Seierstad and Strom "Further Mathematics for Economic Analysis" is a companion volume to the highly regarded "E""ssential Mathematics for Economic Analysis" by Knut Sydsaeter and Peter Hammond. The new book is intended for advanced undergraduate and graduate economics students whose requirements go beyond the material usually taught in undergraduate mathematics courses for economists. It presents most of the mathematical tools that are required for advanced courses in economic theory -- both micro and macro. This second volume has the same qualities that made the previous volume so successful. These include mathematical reliability, an appropriate balance between mathematics and economic examples, an engaging writing style, and as much mathematical rigour as possible while avoiding unnecessary complications. Like the earlier book, each major section includes worked examples, as well as problems that range in difficulty from quite easy to more challenging. Suggested solutions to odd-numbered problems are provided. Key Features - Systematic treatment of the calculus of variations, optimal control theory and dynamic programming. - Several early chapters review and extend material in the previous book on elementary matrix algebra, multivariable calculus, and static optimization. - Later chapters present multiple integration, as well as ordinary differential and difference equations, including systems of such equations. - Other chapters include material on elementary topology in Euclidean space, correspondences, and fixed point theorems. A website is available which will include solutions to even-numbered problems (available to instructors), as well as extra problems and proofs of some of the more technical results. Peter Hammond is Professor of Economics at Stanford University. He is a prominent theorist whose many research publications extend over several different fields of economics. For many years he has taught courses in mathematics for economists and in mathematical economics at Stanford, as well as earlier at the University of Essex and the London School of Economics. Knut Sydsaeter, Atle Seierstad, and Arne Strom all have extensive experience in teaching mathematics for economists in the Department of Economics at the University of Oslo. With Peter Berck at Berkeley, Knut Sydsaeter and Arne Strom have written a widely used formula book, "Economists' Mathematical Manual "(Springer, 2000). The 1987 North-Holland book "Optimal Control Theory for Economists "by Atle Seierstad and Knut Sydsaeter is still a standard reference in the field.

Learning and Expectations in Macroeconomics

Learning and Expectations in Macroeconomics PDF Author: George W. Evans
Publisher: Princeton University Press
ISBN: 1400824265
Category : Business & Economics
Languages : en
Pages : 440

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Book Description
A crucial challenge for economists is figuring out how people interpret the world and form expectations that will likely influence their economic activity. Inflation, asset prices, exchange rates, investment, and consumption are just some of the economic variables that are largely explained by expectations. Here George Evans and Seppo Honkapohja bring new explanatory power to a variety of expectation formation models by focusing on the learning factor. Whereas the rational expectations paradigm offers the prevailing method to determining expectations, it assumes very theoretical knowledge on the part of economic actors. Evans and Honkapohja contribute to a growing body of research positing that households and firms learn by making forecasts using observed data, updating their forecast rules over time in response to errors. This book is the first systematic development of the new statistical learning approach. Depending on the particular economic structure, the economy may converge to a standard rational-expectations or a "rational bubble" solution, or exhibit persistent learning dynamics. The learning approach also provides tools to assess the importance of new models with expectational indeterminacy, in which expectations are an independent cause of macroeconomic fluctuations. Moreover, learning dynamics provide a theory for the evolution of expectations and selection between alternative equilibria, with implications for business cycles, asset price volatility, and policy. This book provides an authoritative treatment of this emerging field, developing the analytical techniques in detail and using them to synthesize and extend existing research.

Machine-learning Techniques in Economics

Machine-learning Techniques in Economics PDF Author: Atin Basuchoudhary
Publisher: Springer
ISBN: 3319690140
Category : Business & Economics
Languages : en
Pages : 97

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Book Description
This book develops a machine-learning framework for predicting economic growth. It can also be considered as a primer for using machine learning (also known as data mining or data analytics) to answer economic questions. While machine learning itself is not a new idea, advances in computing technology combined with a dawning realization of its applicability to economic questions makes it a new tool for economists.

Economics in Two Lessons

Economics in Two Lessons PDF Author: John Quiggin
Publisher: Princeton University Press
ISBN: 0691217424
Category : Business & Economics
Languages : en
Pages : 404

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Book Description
Since 1946, Henry Hazlitt's bestselling Economics in One Lesson has popularized the belief that economics can be boiled down to one simple lesson: market prices represent the true cost of everything. But one-lesson economics tells only half the story. It can explain why markets often work so well, but it can't explain why they often fail so badly--or what we should do when they stumble. Quiggin teaches both lessons, offering an introduction to the key ideas behind the successes--and failures--of free markets. He explains why market prices often fail to reflect the full cost of our choices to society as a whole. Two-lesson economics means giving up the dogmatism of laissez-faire as well as the reflexive assumption that any economic problem can be solved by government action, since the right answer often involves a mixture of market forces and government policy. But the payoff is huge: understanding how markets actually work--and what to do when they don't. This book unlocks the essential issues at the heart of any economic question. --From publisher description.

Popular Economics

Popular Economics PDF Author: John Tamny
Publisher: Simon and Schuster
ISBN: 1621573923
Category : Business & Economics
Languages : en
Pages : 205

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Book Description
“John Tamny is a one-man antidote to economic obfuscation and mystification.” —George Will, Nationally Syndicated Columnist “In spirit, Tamny does for economics what the Gutenberg printing press did for the Bible, making a previously inaccessible subject open to all. Equally important, he does to economists what Toto did to the Wizard of Oz: pulling aside the curtain to expose the fraud that has become modern economics.” —Steve Forbes, Chairman and Editor-in-Chief, Forbes Media “Ignore John Tamny’s easy to read Popular Economics at your own moral peril. It’s as close to spiritual as you get in this realm—a better tutorial than any econ text.” - Ken Fisher, Founder & CEO, Fisher Investments “John’s book is many things. It’s a great way to learn economics, it’s a very strong case for economic liberty, and it is an epic myth-buster. I will be giving it out to friends, of all viewpoints, for a long, long time.” - Cliff Asness, Managing Principal, AQR Capital ECONOMICS 101 In Popular Economics: What the Rolling Stones, Downton Abbey, and LeBron James Can Teach You About Economics (Regnery Publishing; April 13, 2015; $27.99) Tamny translates the so-called difficult and intimidating subject of economics into plain language, revealing that there is nothing mysterious about finance, commerce, and budgets. In fact, we are all microeconomists in our daily lives. “Economics is easy, and its lessons are all around us,” says Tamny. “But Americans have allowed the so-called ‘experts’ to convince them they can’t understand, much less grow the economy. Happily, economic growth is simple, too. If you can understand the four basic elements of economic growth—taxes, regulation, trade, and money— prosperity will explode.” Much like Freakonomics, Tamny uses pop culture and engaging stories to illustrate how understanding our economy is common sense—just look no further than the movies we enjoy, the sports we watch, and what we do every day. In Popular Economics, you’ll discover: How Paris Hilton and the Dallas Cowboys help illustrate good and bad tax policy How Facebook and Monday Night Football demonstrate the debilitating effect of antitrust regulation How the simple act of cooking chicken wings reveals why the “floating dollar” is a recipe for disaster Why Downton Abbey and ESPN are evidence that the U.S. should bulldoze its tax code

Now, Are You Ready To Learn Economics?

Now, Are You Ready To Learn Economics? PDF Author: Lyndon LaRouche
Publisher: Executive Intelligence Review
ISBN:
Category : Business & Economics
Languages : en
Pages : 365

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Book Description