Book picks similar to
Econometric Theory and Methods by James G. MacKinnon
economics
econometrics
phd-accounting
non-fiction
How to Count to Infinity
Marcus du Sautoy - 2020
But this book will help you to do something that humans have only recently understood how to do: to count to regions that no animal has ever reached.
By the end of this book you'll be able to count to infinity... and beyond.
On our way to infinity we'll discover how the ancient Babylonians used their bodies to count to 60 (which gave us 60 minutes in the hour), how the number zero was only discovered in the 7th century by Indian mathematicians contemplating the void, why in China going into the red meant your numbers had gone negative and why numbers might be our best language for communicating with alien life.But for millennia, contemplating infinity has sent even the greatest minds into a spin. Then at the end of the nineteenth century mathematicians discovered a way to think about infinity that revealed that it is a number that we can count. Not only that. They found that there are an infinite number of infinities, some bigger than others. Just using the finite neurons in your brain and the finite pages in this book, you'll have your mind blown discovering the secret of how to count to infinity.Do something amazing and learn a new skill thanks to the Little Ways to Live a Big Life books!
Machine Learning with R
Brett Lantz - 2014
This practical guide that covers all of the need to know topics in a very systematic way. For each machine learning approach, each step in the process is detailed, from preparing the data for analysis to evaluating the results. These steps will build the knowledge you need to apply them to your own data science tasks.Intended for those who want to learn how to use R's machine learning capabilities and gain insight from your data. Perhaps you already know a bit about machine learning, but have never used R; or perhaps you know a little R but are new to machine learning. In either case, this book will get you up and running quickly. It would be helpful to have a bit of familiarity with basic programming concepts, but no prior experience is required.
The Writing on the Wall: Why We Must Embrace China as a Partner or Face It as an Enemy
Will Hutton - 2006
In this provocative and stimulating book critically acclaimed author Will Hutton warns instead that China is running up against a set of daunting challenges from within its own political and economic system that could well derail its rise, leading to a massive shock to the global economy. The United States, he argues, must recognize that it has a vital stake in working to assure this doesn't happen, for if China's political liberalization and economic growth collapse, the United States will suffer crippling consequences.In today's highly globalized world economy, so much of the economic health of the United States -- our low inflation, high profits, and cheap credit -- rests upon China's economic growth and its massive investment in the United States. A great deal has been said about the economic and military threat China poses. But rather than provoking China with the military hawkishness of recent years and resisting Chinese economic supremacy with the saber rattling of protectionist antitrade policies -- twenty such bills have been introduced in Congress in just the last year -- the United States must build a strong relationship that will foster China's transition from an antiquated Communist state beset with profound problems to a fully modern, enlightened, and open society. Doing so will require understanding and engagement, not enmity and suspicion.China's current economic model, Hutton explains, is unsustainable, premised as it is on the myriad contradictions and dysfunctions of an authoritarian state attempting to control an economy in its transition to capitalism. If the twenty-first century is to be the China century, the Chinese will have to embrace the features of modern Western nations that have spurred the political stability and economic power of the United States and Europe: the rule of law, an independent judiciary, freedom of the press, and authentic representative government that is accountable to the people. Whether or not China does so rests in large part on how well the United States manages the relationship and persuades the Chinese of the virtues of an open, enlightened democratic system. The danger is that fearmongering will intensify animosities, leading both countries down a path of peril.Turning conventional wisdom on its head, this brilliantly argued book is vital reading at a crucial juncture in world affairs.
Mathematics for Economists
Carl P. Simon - 1994
An abundance of applications to current economic analysis, illustrative diagrams, thought-provoking exercises, careful proofs, and a flexible organization-these are the advantages that Mathematics for Economists brings to today’s classroom.
The Research Methods Knowledge Base
William Trochim - 1999
It can be used in a variety of disciplines and is ideal for an introductory comprehensive undergraduate or graduate level course. Through its conversational, informal style it makes material that is often challenging for students both accessible and understandable. The Research Methods Knowledge Base, 3e covers everything from the development of a research question to the writing of a final report, describing both practical and technical issues of sampling, measurement, design and analysis.
HBR's 10 Must Reads 2016: The Definitive Management Ideas of the Year from Harvard Business Review (with bonus McKinsey Award–Winning article "Profits Without Prosperity”) (HBR’s 10 Must Reads)
Harvard Business Review - 2015
With authors from Marcus Buckingham to Herminia Ibarra and company examples from Google to Deloitte, this volume brings the most current and important management conversations to your fingertips.This book will inspire you to:• Tap into the new technologies that are changing the way businesses compete• Fuel performance by redesigning your organization’s practices around feedback• Learn techniques to move beyond intuition for better decision making• Understand why your strategy execution isn’t working—and how to fix it• Lead with authenticity by moving beyond your comfort zone• Transform your physical office space to promote creativity and productivityThis collection of best-selling articles includes:• “Reinventing Performance Management,” by Marcus Buckingham and Ashley Goodall• “The Transparency Trap,” by Ethan Bernstein• “Profits Without Prosperity,” by William Lazonick• “Outsmart Your Own Biases,” by Jack B. Soll, Katherine L. Milkman, and John W. Payne• “The 3-D Printing Revolution,” by Richard D’Aveni• “Why Strategy Execution Unravels—and What to Do About It,” by Donald Sull, Rebecca Homkes, and Charles Sull• “The Authenticity Paradox,” by Herminia Ibarra• “The Discipline of Business Experimentation,” by Stefan Thomke and Jim Manzi• “When Senior Managers Won’t Collaborate,” by Heidi K. Gardner• “Workspaces That Move People,” by Ben Waber, Jennifer Magnolfi, and Greg Lindsay• “Digital Ubiquity: How Connections, Sensors, and Data Are Revolutionizing Business,” by Marco Iansiti and Karim R. Lakhani
Precalculus Mathematics in a Nutshell: Geometry, Algebra, Trigonometry
George F. Simmons - 1981
. . Algebra's importance lies in the student's future. . . as essential preparation for the serious study of science, engineering, economics, or for more advanced types of mathematics. . . The primary importance of trigonometry is not in its applications to surveying and navigation, or in making computations about triangles, but rather in the mathematical description of vibrations, rotations, and periodic phenomena of all kinds, including light, sound, alternating currents, and the orbits of the planets around the sun. In this brief, clearly written book, the essentials of geometry, algebra, and trigonometry are pulled together into three complementary and convenient small packages, providing an excellent preview and review for anyone who wishes to prepare to master calculus with a minimum of misunderstanding and wasted time and effort. Students and other readers will find here all they need to pull them through.
Elon Musk: 50 Life and Business Lessons from Elon Musk
George Ilian - 2015
It is not a text book nor a biography, but more of a cheat sheet for reading on the bus or in the bathroom, so that you can pick out the most significant points without having to carry around a bag of weighty tomes. You can read it all in one sitting, or look up specific case studies as and when you are looking for inspiration or direction. The 50 lessons outlined here are drawn from interviews Musk has given, from the numerous blogs and books written about him, and, most importantly, from the successes and failures on his road to becoming the real life "Iron Man". Additionally You Get 2 Bonus Ebooks - 69 Ways to Make Money From Home - Bitcoins Beginner’s Guide
Advanced Engineering Mathematics
Dennis G. Zill - 1992
A Key Strength Of This Text Is Zill'S Emphasis On Differential Equations As Mathematical Models, Discussing The Constructs And Pitfalls Of Each. The Third Edition Is Comprehensive, Yet Flexible, To Meet The Unique Needs Of Various Course Offerings Ranging From Ordinary Differential Equations To Vector Calculus. Numerous New Projects Contributed By Esteemed Mathematicians Have Been Added. Key Features O The Entire Text Has Been Modernized To Prepare Engineers And Scientists With The Mathematical Skills Required To Meet Current Technological Challenges. O The New Larger Trim Size And 2-Color Design Make The Text A Pleasure To Read And Learn From. O Numerous NEW Engineering And Science Projects Contributed By Top Mathematicians Have Been Added, And Are Tied To Key Mathematical Topics In The Text. O Divided Into Five Major Parts, The Text'S Flexibility Allows Instructors To Customize The Text To Fit Their Needs. The First Eight Chapters Are Ideal For A Complete Short Course In Ordinary Differential Equations. O The Gram-Schmidt Orthogonalization Process Has Been Added In Chapter 7 And Is Used In Subsequent Chapters. O All Figures Now Have Explanatory Captions. Supplements O Complete Instructor'S Solutions: Includes All Solutions To The Exercises Found In The Text. Powerpoint Lecture Slides And Additional Instructor'S Resources Are Available Online. O Student Solutions To Accompany Advanced Engineering Mathematics, Third Edition: This Student Supplement Contains The Answers To Every Third Problem In The Textbook, Allowing Students To Assess Their Progress And Review Key Ideas And Concepts Discussed Throughout The Text. ISBN: 0-7637-4095-0
Investing Online for Dummies
Matthew Krantz - 2007
With the stock market sinking and soaring from day to day, retirement plans becoming less certain, and a longer life expectancy in retirement, more people are looking for some control over their investments. If you're one of them, Investing Online For Dummies, 6th Edition might be just what you're looking for. The Internet brings a world of investment resources to your desktop, but how do you find your way through the dizzying array of investment possibilities? The Dummies Way, of course! This book helps you set reasonable expectations, assess your risk tolerance, choose an asset allocation, analyze and select investments, and maximize your financial success. You'll discover how toDetermine how much you can afford to invest Choose an online broker Research, trade, and track investments online Measure the potential return of a stock Maximize your investment knowledge and build a profitable portfolio Buy bonds online Understand options, commodities, and IPOs If you've decided to take control of your investments but don't want to make it your full-time job, Investing Online For Dummies, 6th Edition gives you the important information that will also give you confidence. Completely updated to cover all the new online tools and resources, it even provides some bonus assistance on the companion Web site.
Statistical Rethinking: A Bayesian Course with Examples in R and Stan
Richard McElreath - 2015
Reflecting the need for even minor programming in today's model-based statistics, the book pushes readers to perform step-by-step calculations that are usually automated. This unique computational approach ensures that readers understand enough of the details to make reasonable choices and interpretations in their own modeling work.The text presents generalized linear multilevel models from a Bayesian perspective, relying on a simple logical interpretation of Bayesian probability and maximum entropy. It covers from the basics of regression to multilevel models. The author also discusses measurement error, missing data, and Gaussian process models for spatial and network autocorrelation.By using complete R code examples throughout, this book provides a practical foundation for performing statistical inference. Designed for both PhD students and seasoned professionals in the natural and social sciences, it prepares them for more advanced or specialized statistical modeling.Web ResourceThe book is accompanied by an R package (rethinking) that is available on the author's website and GitHub. The two core functions (map and map2stan) of this package allow a variety of statistical models to be constructed from standard model formulas.
Deep Learning with Python
François Chollet - 2017
It is the technology behind photo tagging systems at Facebook and Google, self-driving cars, speech recognition systems on your smartphone, and much more.In particular, Deep learning excels at solving machine perception problems: understanding the content of image data, video data, or sound data. Here's a simple example: say you have a large collection of images, and that you want tags associated with each image, for example, "dog," "cat," etc. Deep learning can allow you to create a system that understands how to map such tags to images, learning only from examples. This system can then be applied to new images, automating the task of photo tagging. A deep learning model only has to be fed examples of a task to start generating useful results on new data.
Game Theory for Applied Economists
Robert Gibbons - 1992
Robert Gibbons addresses scholars in applied fields within economics who want a serious and thorough discussion of game theory but who may have found other works overly abstract. Gibbons emphasizes the economic applications of the theory at least as much as the pure theory itself; formal arguments about abstract games play a minor role. The applications illustrate the process of model building--of translating an informal description of a multi-person decision situation into a formal game-theoretic problem to be analyzed. Also, the variety of applications shows that similar issues arise in different areas of economics, and that the same game-theoretic tools can be applied in each setting. In order to emphasize the broad potential scope of the theory, conventional applications from industrial organization have been largely replaced by applications from labor, macro, and other applied fields in economics. The book covers four classes of games, and four corresponding notions of equilibrium: static games of complete information and Nash equilibrium, dynamic games of complete information and subgame-perfect Nash equilibrium, static games of incomplete information and Bayesian Nash equilibrium, and dynamic games of incomplete information and perfect Bayesian equilibrium.
Multivariable Calculus
James Stewart - 1991
In the Fourth Edition CALCULUS, EARLY TRANSCENDENTALS these functions are introduced in the first chapter and their limits and derivatives are found in Chapters 2 and 3 at the same time as polynomials and other elementary functions. In this Fourth Edition, Stewart retains the focus on problem solving, the meticulous accuracy, the patient explanations, and the carefully graded problems that have made these texts word so well for a wide range of students. All new and unique features in CALCULUS, FOURTH EDITION have been incorporated into these revisions also.
Streetsmart Financial Basics for Nonprofit Managers
Thomas A. McLaughlin - 1995
This book is a superb introduction for new nonprofit executives, board members, and students. It is also an excellent refresher and reference for those of us who have been around the nonprofit sector for a while. It is well written, concise, and thought provoking." --J. Gregory Dees, Professor of the Practice of Social Entrepreneurship and Nonprofit Management at Duke University's Fuqua School of Business, and coauthor of Enterprising Nonprofits and Strategic Tools for Social Entrepreneurs"A very practical guide to understanding and managing the finances of a nonprofit organization. As nonprofits strive for greater accountability, Tom McLaughlin's real-world examples and accessible style make this book indispensable for nonprofit executives, managers, and board members at organizations of any size." --Gordon J. Campbell, President and CEO, United Way of New York City"Tom McLaughlin's powerful book is far more than a useful tool. It provides the philosophical approach to instill strong stewardship and future viability to those in the world of nonprofits. He takes apart the complex issues of nonprofit stewardship just as Einstein translated relativity into a simple equation. Purely masterful." --Jim Mellor, Senior VP, Chief Financial Officer, YMCA of the USANote: CD-ROM/DVD and other supplementary materials are not included as part of eBook file.