Book picks similar to
Using R for Introductory Econometrics by Florian Heiss
data-science
econometrics
economics
eco-mathstat
Trading Systems and Methods
Perry J. Kaufman - 1997
The definitive reference on trading systems, the book explains the tools and techniques of successful trading to help traders develop a program that meets their own unique needs. Presenting an analytical framework for comparing systematic methods and techniques, this new edition offers expanded coverage in nearly all areas, including trends, momentum, arbitrage, integration of fundamental statistics, and risk management. Comprehensive and in-depth, the book describes each technique and how it can be used to a trader's advantage, and shows similarities and variations that may serve as valuable alternatives. The book also walks readers through basic mathematical and statistical concepts of trading system design and methodology, such as how much data to use, how to create an index, risk measurements, and more. Packed with examples, this thoroughly revised and updated Fifth Edition covers more systems, more methods, and more risk analysis techniques than ever before. The ultimate guide to trading system design and methods, newly revised Includes expanded coverage of trading techniques, arbitrage, statistical tools, and risk management models Written by acclaimed expert Perry J. Kaufman Features spreadsheets and TradeStation programs for a more extensive and interactive learning experience Provides readers with access to a companion website loaded with supplemental materials Written by a global leader in the trading field, Trading Systems and Methods, Fifth Edition is the essential reference to trading system design and methods updated for a post-crisis trading environment.
Applied Multiple Regression/Correlation Analysis for the Behavioral Sciences
Jacob Cohen - 1975
Readers profit from its verbal-conceptual exposition and frequent use of examples.The applied emphasis provides clear illustrations of the principles and provides worked examples of the types of applications that are possible. Researchers learn how to specify regression models that directly address their research questions. An overview of the fundamental ideas of multiple regression and a review of bivariate correlation and regression and other elementary statistical concepts provide a strong foundation for understanding the rest of the text. The third edition features an increased emphasis on graphics and the use of confidence intervals and effect size measures, and an accompanying website with data for most of the numerical examples along with the computer code for SPSS, SAS, and SYSTAT, at www.psypress.com/9780805822236 .Applied Multiple Regression serves as both a textbook for graduate students and as a reference tool for researchers in psychology, education, health sciences, communications, business, sociology, political science, anthropology, and economics. An introductory knowledge of statistics is required. Self-standing chapters minimize the need for researchers to refer to previous chapters.
All the Devils are Here: The Hidden History of the Financial Crisis
Bethany McLean - 2010
Should the blame fall on Wall Street, Main Street, or Pennsylvania Avenue? On greedy traders, misguided regulators, sleazy subprime companies, cowardly legislators, or clueless home buyers?According to Bethany McLean and Joe Nocera, two of America's most acclaimed business journalists, the real answer is all of the above-and more. Many devils helped bring hell to the economy. And the full story, in all of its complexity and detail, is like the legend of the blind men and the elephant. Almost everyone has missed the big picture. Almost no one has put all the pieces together.All the Devils Are Here goes back several decades to weave the hidden history of the financial crisis in a way no previous book has done. It explores the motivations of everyone from famous CEOs, cabinet secretaries, and politicians to anonymous lenders, borrowers, analysts, and Wall Street traders. It delves into the powerful American mythology of homeownership. And it proves that the crisis ultimately wasn't about finance at all; it was about human nature.Among the devils you'll meet in vivid detail:• Angelo Mozilo, the CEO of Countrywide, who dreamed of spreading homeownership to the masses, only to succumb to the peer pressure-and the outsized profits-of the sleaziest subprime lending.• Roland Arnall, a respected philanthropist and diplomat, who made his fortune building Ameriquest, a subprime lending empire that relied on blatantly deceptive lending practices.• Hank Greenberg, who built AIG into a Rube Goldberg contraption with an undeserved triple-A rating, and who ran it so tightly that he was the only one who knew where all the bodies were buried.• Stan O'Neal of Merrill Lynch, aloof and suspicious, who suffered from "Goldman envy" and drove a proud old firm into the ground by promoting cronies and pushing out his smartest lieutenants.• Lloyd Blankfein, who helped turn Goldman Sachs from a culture that famously put clients first to one that made clients secondary to its own bottom line.• Franklin Raines of Fannie Mae, who (like his predecessors) bullied regulators into submission and let his firm drift away from its original, noble mission.• Brian Clarkson of Moody's, who aggressively pushed to increase his rating agency's market share and stock price, at the cost of its integrity.• Alan Greenspan, the legendary maestro of the Federal Reserve, who ignored the evidence of a growing housing bubble and turned a blind eye to the lending practices that ultimately brought down Wall Street-and inflicted enormous pain on the country.Just as McLean's The Smartest Guys in the Room was hailed as the best Enron book on a crowded shelf, so will All the Devils Are Here be remembered for finally making sense of the meltdown and its consequences.
Survey Methodology
Robert M. Groves - 2004
Survey Methodology describes the basic principles of survey design discovered in methodological research over recent years and offers guidance for making successful decisions in the design and execution of high quality surveys. Written by six nationally recognized experts in the field, this book covers the major considerations in designing and conducting a sample survey. Topical, accessible, and succinct, this book represents the state of the science in survey methodology. Employing the "total survey error" paradigm as an organizing framework, it merges the science of surveys with state-of-the-art practices. End-of-chapter terms, references, and exercises enhance its value as a reference for practitioners and as a text for advanced students.
The Spider Network: The Wild Story of a Math Genius, a Gang of Backstabbing Bankers, and One of the Greatest Scams in Financial History
David Enrich - 2017
Tom Hayes, a brilliant but troubled mathematician, became the lynchpin of a wild alliance that included a prickly French trader nicknamed “Gollum”; the broker “Abbo,” who liked to publicly strip naked when drinking; a nervous Kazakh chicken farmer known as “Derka Derka”; a broker known as “Village” (short for “Village Idiot”) who racked up huge expense account bills; an executive called “Clumpy” because of his patchwork hair loss; and a broker uncreatively nicknamed “Big Nose” who had once been a semi-professional boxer. This group generated incredible riches —until it all unraveled in spectacularly vicious, backstabbing fashion.With exclusive access to key characters and evidence, The Spider Network is not only a rollicking account of the scam, but also a provocative examination of a financial system that was crooked throughout.
Boo Hoo: $135 Million, 18 Months. . . A Dot.Com Story from Concept to Catastrophe
Ernst Malmsten - 2001
The rise and fall of boo.com is an insider’s look at the 18 months of euphoria that ushered in the dot.com era.
The Ages of the Investor: A Critical Look at Life-cycle Investing (Investing for Adults)
William J. Bernstein - 2012
Just as grown-ups do not believe in the Tooth Fairy, the Easter Bunny, or Santa Claus, “Investing adults” know that there is no such creature as the Stock-picking Fairy or the Market-timing Fairy. Further, there is no Risk Fairy who will write you cheap options that will protect your stock holdings against loss. Investing adults are familiar with Gene Fama, Zvi Bodie, Jack Bogle, and Burton Malkiel, and understand that a mean variance optimizer does not blend vegetables. In other words, this series is not for beginners. Future topics will, with luck, include the limits of market efficiency and diversification in increasingly non-segmented global markets.
A Primer on Money, Banking, and Gold (Peter L. Bernstein's Finance Classics)
Peter L. Bernstein - 1964
Now, with classic titles such as Economist on Wall Street, A Primer on Money, Banking, and Gold, and The Price of Prosperity--which have forewords by financial luminaries and new introductions by the author--you can enjoy some of the best of Bernstein in his earlier Wall Street days. With the proliferation of financial instruments, new areas of instability, and innovative capital market strategies, many economists and investors have lost sight of the fundamentals of the financial system--its strengths as well as its weaknesses. A Primer on Money, Banking, and Gold takes you back to the beginning and sorts out all the pieces.Peter Bernstein skillfully addresses how and why commercial banks lend and invest, where money comes from, how it moves from hand to hand, and the critical role of interest rates. He explores the Federal Reserve System and the consequences of the Fed's actions on the overall economy. But this book is not just about the past. Bernstein's novel perspective on gold and the dollar is critical for today's decision makers, as he provides extensive views on the future of money, banking, and gold in the world economy.This illuminating story about the heart of our economic system is essential reading at a time when developments in finance are more important than ever.