We’ve comea long way since then. With this book, Drs. Romero and Balch liftthe veil from many of these once-opaque concepts in high-techfinance. We can all benefit from learning how the cooperationbetween wetware and software creates fitter models. This bookdoes a fantastic job describing how the latest advances in financialmodeling and data science help today’s portfolio managerssolve these greater riddles. —Michael Himmel, ManagingPartner, Essex Asset ManagementI applaud Phil Romero’s willingness to write about the hedgefund world, an industry that is very private, often flamboyant,and easily misunderstood. As with every sector of the investmentlandscape, the hedge fund industry varies dramaticallyfrom quantitative “black box” technology, to fundamental researchand old-fashioned stock picking. This book helps investorsdistinguish between these diverse opposites and understandtheir place in the new evolving world of finance. —Mick Elfers,Founder and Chief Investment Strategist, Irvington Capital

    Essentially, you make an initial guess, and then get more data to improve it. Bayes Theorem, or Bayes Rule, has a ton of real world applications, from estimating your risk of a heart attack to making recommendations on Netflix But It Isn't That Complicated This book is a short introduction to Bayes Theorem. It is only 15 pages long, and is intended to show you how Bayes Theorem works as quickly as possible. The examples are intentionally kept simple to focus solely on Bayes Theorem without requiring that the reader know complicated probability distributions. If you want to learn the basics of Bayes Theorem as quickly as possible, with some easy to duplicate examples, this is a good book for you.

    Though no large financial institution has recently gone bust in this country, white-collar criminals, scam artists, Ponzi schemers and organized crime, from the Hells Angels to the Russian mafia, know that Canada is the place in the Western world to rip off investors. And the fraudsters do so with little fear of being caught and punished. Thieves of Bay Street investigates Canada's biggest financial scandals of recent years. Readers will learn what banks do with investors' money and what happens when they lose it. They will meet the bogus investment gurus, the brokers who lose money with both reckless abandon and impunity, the bankers who squander money in toxic investments, the lawyers who protect them and the regulators who do nothing to keep them from doing it again. And most importantly, they'll meet the victims who are demanding that our vaunted banking sector finally come clean on its dirtiest secret.

    Conservatively, Rs. 15 lakh crore (10 per cent of Rs. 150 lakh crore, our GDP in 2016-17). As for Indian money in tax havens around the world? Around Rs. 65 lakh crores. Truly astounding figures. Black money or kala dhan is a topic that has elicited much debate in recent times. The debate has been mostly marked by mud-slinging and name-calling and the discussions that have ensued often have no basis in fact. While most people have a hazy notion of black money, only a few understand it in its entirety. The issue of tax havens is perhaps even more misunderstood. Most people fail to see the connection between tax havens and black money. Black Money and Tax Havens is the first work that discusses both of these issues in depth and offers a 360-degree view to the reader. In this work, Prof. R. Vaidyanathan provides the reader with a brief overview of black money—its generation, its estimates and how and why it is spirited away to tax havens. He also lays bare the danger that is posed to world financial well-being on account of the lack of political will to tackle them. A unique and timely work that packs in much information in an accessible manner.

    One was mathematician Claude Shannon, neurotic father of our digital age, whose genius is ranked with Einstein's. The other was John L. Kelly Jr., a Texas-born, gun-toting physicist. Together they applied the science of information theory—the basis of computers and the Internet—to the problem of making as much money as possible, as fast as possible.Shannon and MIT mathematician Edward O. Thorp took the "Kelly formula" to Las Vegas. It worked. They realized that there was even more money to be made in the stock market. Thorp used the Kelly system with his phenomenonally successful hedge fund, Princeton-Newport Partners. Shannon became a successful investor, too, topping even Warren Buffett's rate of return. Fortune's Formula traces how the Kelly formula sparked controversy even as it made fortunes at racetracks, casinos, and trading desks. It reveals the dark side of this alluring scheme, which is founded on exploiting an insider's edge.Shannon believed it was possible for a smart investor to beat the market—and Fortune's Formula will convince you that he was right.

    In the beginning was Josh Levine, an idealistic programming genius who dreamed of wresting control of the market from the big exchanges that, again and again, gave the giant institutions an advantage over the little guy. Levine created a computerized trading hub named Island where small traders swapped stocks, and over time his invention morphed into a global electronic stock market that sent trillions in capital through a vast jungle of fiber-optic cables. By then, the market that Levine had sought to fix had turned upside down, birthing secretive exchanges called dark pools and a new species of trading machines that could think, and that seemed, ominously, to be slipping the control of their human masters. Dark Pools is the fascinating story of how global markets have been hijacked by trading robots--many so self-directed that humans can't predict what they'll do next.

    It has crippled the country’s economy for a long time to come. In this book, Arun Kumar, the country’s leading authority on the black economy, tells us why Modi’s gambit failed. He shows us the way in which the problem can be rooted out, provided the government has the political will and determination to act.Today, the black economy is estimated to be 62 per cent of GDP—or about `93 lakh crore ($1.4 trillion). Corrupt businessmen, corrupt politicians, and corrupt members of the executive (bureaucrats, police and the judiciary) are responsible for controlling the black economy and enabling its growth. If the black economy were to be dismantled and turned into a part of the ‘white’ economy, the country’s rate of growth would be 12 per cent. If it had not grown the way it has since the 1970s, India’s per capita income today would be approximately `7 lakh per annum ($11,000) and India would become the second largest economy in the world. If the black economy were taxed at current rates, it would generate `37 lakh crore in additional taxes and the union budget would show a surplus of `31 lakh crore instead of a deficit.The failure of successive governments to tackle the problem effectively has been the single biggest obstacle to eradicating poverty. It is the cause of both widespread policy failure and the inability of the nation to improve its living conditions rapidly.

    This book is written in a simple manner for readers to understand the various terminologies and working process of the financial markets. If you are looking to understand and enter the stock markets but don't know from where to start, then this book is for you. The basic concepts are same for Indian and overseas markets so it will help you understanding both. It will help you as a reference guide for investing in stock markets. Specifically it will help you in:- 1. Know basic terms and conditions of the stock market. 2. Know products and services associated with the stock market. 3. Know how to kick start in stock markets. 4. know Do's and Don'ts in Stock Markets. 5. Selecting a broker. 6. How to make your first trade. 7. Additional mental mastering technique that will help you to achieve more on markets as well in life. 8. Insight of a trader/investor who has more than 10+ years of experience in stock markets. 9. Illustrated examples for more clarity on topics.

    Investing in funds is a hands-off way to build wealth over time. Avoid the stress of picking your own stocks. Let the fund managers do all the work so you can get on with more important things in life! Why invest in funds? 1. Choosing funds is easier than choosing stocks. 2. You can employ the stock picking talents of the best professional fund managers. 3. Funds hold lots of different stocks to diversify your investments. 4. Unlike with stocks, some online investment platforms won’t charge you a fee to buy or sell fund units. 5. You can buy or sell fund units on any working day of the week. 6. You can invest in funds with as little as £100 through most online investment platforms. 7. Through funds, you can own stocks that you wouldn’t normally be able to buy directly. For example, you could own a fund made up of Chinese stocks that are not directly for sale to UK citizens. This concise book covers everything you need to know to get started on the journey to financial freedom. From fundamentals, like the power of compounded investment returns, to more advanced investment techniques like Value Cost Averaging. You’ll learn how to find the right funds for your investment portfolio. The ten simple rules for effectively investing in funds will then show you how to manage your portfolio in an effective and automated way. Take control of your financial future by investing rather than saving your hard-earned money. Stop Saving Start Investing shows you how to simplify your investing without compromising on your investment returns.

    The Asylum is a stunning exposé by a seasoned Wall Street journalist that once and for all reveals the truth behind America’s oil addiction in all its unscripted and dysfunctional glory.In the tradition of Too Big to Fail and Liar’s Poker, author Leah McGrath Goodman tells the amazing-but-true story of a band of struggling, hardscrabble traders who, after enduring decades of scorn from New York’s stuffy financial establishment, overcame more than a century of failure, infighting, and brinksmanship to build the world’s reigning oil empire—entirely by accident.

     Leverage on great companies, churning more and more profits every year

    Deciding whether to build another power generation plant in the next five years requires forecasts of future demand. Scheduling staff in a call centre next week requires forecasts of call volumes. Stocking an inventory requires forecasts of stock requirements. Telecommunication routing requires traffic forecasts a few minutes ahead. Whatever the circumstances or time horizons involved, forecasting is an important aid in effective and efficient planning. This textbook provides a comprehensive introduction to forecasting methods and presents enough information about each method for readers to use them sensibly. Examples use R with many data sets taken from the authors' own consulting experience.

    This practical book shows you how to bundle reusable R functions, sample data, and documentation together by applying author Hadley Wickham’s package development philosophy. In the process, you’ll work with devtools, roxygen, and testthat, a set of R packages that automate common development tasks. Devtools encapsulates best practices that Hadley has learned from years of working with this programming language. Ideal for developers, data scientists, and programmers with various backgrounds, this book starts you with the basics and shows you how to improve your package writing over time. You’ll learn to focus on what you want your package to do, rather than think about package structure. Learn about the most useful components of an R package, including vignettes and unit tests Automate anything you can, taking advantage of the years of development experience embodied in devtools Get tips on good style, such as organizing functions into files Streamline your development process with devtools Learn the best way to submit your package to the Comprehensive R Archive Network (CRAN) Learn from a well-respected member of the R community who created 30 R packages, including ggplot2, dplyr, and tidyr

    Financial & Accounting jargon is used only where it is required and they are well explained.This book will enable you take business decisions with financial prudence.

    This book synthesizes these recent advances and makes them accessible to first-year graduate students. James Hamilton provides the first adequate text-book treatments of important innovations such as vector autoregressions, generalized method of moments, the economic and statistical consequences of unit roots, time-varying variances, and nonlinear time series models. In addition, he presents basic tools for analyzing dynamic systems (including linear representations, autocovariance generating functions, spectral analysis, and the Kalman filter) in a way that integrates economic theory with the practical difficulties of analyzing and interpreting real-world data. Time Series Analysis fills an important need for a textbook that integrates economic theory, econometrics, and new results.The book is intended to provide students and researchers with a self-contained survey of time series analysis. It starts from first principles and should be readily accessible to any beginning graduate student, while it is also intended to serve as a reference book for researchers.-- "Journal of Economics"