This is the currently used textbook for "Probabilistic Systems Analysis," an introductory probability course at the Massachusetts Institute of Technology, attended by a large number of undergraduate and graduate students. The book covers the fundamentals of probability theory (probabilistic models, discrete and continuous random variables, multiple random variables, and limit theorems), which are typically part of a first course on the subject. It also contains, a number of more advanced topics, from which an instructor can choose to match the goals of a particular course. These topics include transforms, sums of random variables, least squares estimation, the bivariate normal distribution, and a fairly detailed introduction to Bernoulli, Poisson, and Markov processes. The book strikes a balance between simplicity in exposition and sophistication in analytical reasoning. Some of the more mathematically rigorous analysis has been just intuitively explained in the text, but is developed in detail (at the level of advanced calculus) in the numerous solved theoretical problems. The book has been widely adopted for classroom use in introductory probability courses within the USA and abroad.

    Theoretical, yet applied. Statistics for Business and Economics, Eleventh Edition, gives you the best of both worlds. Using a rich array of applications from a variety of industries, McClave/Sincich/Benson clearly demonstrates how to use statistics effectively in a business environment.The book focuses on developing statistical thinking so the reader can better assess the credibility and value of inferences made from data. As consumers and future producers of statistical inferences, readers are introduced to a wide variety of data collection and analysis techniques to help them evaluate data and make informed business decisions. As with previous editions, this revision offers an abundance of applications with many new and updated exercises that draw on real business situations and recent economic events. The authors assume a background of basic algebra.

    Completely self-contained, heavily illustrated, and mathematically accessible, it has a scope of application that is not limited to the solution of specialized problems. Digital Image Fundamentals. Image Enhancement in the Spatial Domain. Image Enhancement in the Frequency Domain. Image Restoration. Color Image Processing. Wavelets and Multiresolution Processing. Image Compression. Morphological Image Processing. Image Segmentation. Representation and Description. Object Recognition.

    Featuring brand new sections on the remarkable shifts in the world economy, this economic study is a relevant, entertaining, and fascinating guide for those seeking both a solid lesson on the development of economic theory throughout the past two hundred years and a balanced perspective of our current economic state on the brink of the millennium.By applying age-old economic theories to contemporary issues, Todd Buchholz helps readers to see how the thoughts and writings of the great economists of the past have vital relevance to the dilemmas affecting all our lives today.

    The clarity and eloquence of the presentation make it popular with teachers and students alike. The text aims to expand the reader's view of the field and to present standard material in a novel way. All of the most important topics in the field are covered with a fresh perspective, including iterative methods for systems of equations and eigenvalue problems and the underlying principles of conditioning and stability. Presentation is in the form of 40 lectures, which each focus on one or two central ideas. The unity between topics is emphasized throughout, with no risk of getting lost in details and technicalities. The book breaks with tradition by beginning with the QR factorization - an important and fresh idea for students, and the thread that connects most of the algorithms of numerical linear algebra.

    Darrell Huff runs the gamut of every popularly used type of statistic, probes such things as the sample study, the tabulation method, the interview technique, or the way the results are derived from the figures, and points up the countless number of dodges which are used to fool rather than to inform.

    In the years that followed, as Wall Street boomed and financial wheeler-dealers made vast profits, the international crises of the 1990s faded from memory. But now depression economics has come to America: when the great housing bubble of the mid-2000s burst, the U.S. financial system proved as vulnerable as those of developing countries caught up in earlier crises and a replay of the 1930s seems all too possible. In this new, greatly updated edition of The Return of Depression Economics, Krugman shows how the failure of regulation to keep pace with an increasingly out-of-control financial system set the United States, and the world as a whole, up for the greatest financial crisis since the 1930s. He also lays out the steps that must be taken to contain the crisis, and turn around a world economy sliding into a deep recession. Brilliantly crafted in Krugman's trademark style--lucid, lively, and supremely informed--this new edition of The Return of Depression Economics will become an instant cornerstone of the debate over how to respond to the crisis.

    This book is focused on the details of data analysis that sometimes fall through the cracks in traditional statistics classes and textbooks. It is based in part on the authors blog posts, lecture materials, and tutorials. The author is one of the co-developers of the Johns Hopkins Specialization in Data Science the largest data science program in the world that has enrolled more than 1.76 million people. The book is useful as a companion to introductory courses in data science or data analysis. It is also a useful reference tool for people tasked with reading and critiquing data analyses. It is based on the authors popular open-source guides available through his Github account (https://github.com/jtleek). The paper is also available through Leanpub (https://leanpub.com/datastyle), if the book is purchased on that platform you are entitled to lifetime free updates.

    Available here:readmeaway.com/download?i=1593279523The Linux Command Line, 2nd Edition: A Complete Introduction PDF by William ShottsRead The Linux Command Line, 2nd Edition: A Complete Introduction PDF from No Starch Press,William ShottsDownload William Shotts’s PDF E-book The Linux Command Line, 2nd Edition: A Complete Introduction

    Luenberger, known for his ability to make complex ideas simple, presents essential ideas of investments and their applications, offering students the most comprehensive treatment of the subject available.

    Bread, cash, dosh, dough, loot, lucre, moolah, readies, the wherewithal: Call it what you like, it matters. To Christians, love of it is the root of all evil. To generals, it’s the sinews of war. To revolutionaries, it’s the chains of labor. But in The Ascent of Money, Niall Ferguson shows that finance is in fact the foundation of human progress. What’s more, he reveals financial history as the essential backstory behind all history. With the clarity and verve for which he is known, Ferguson elucidates key financial institutions and concepts by showing where they came from. What is money? What do banks do? What’s the difference between a stock and a bond? Why buy insurance or real estate? And what exactly does a hedge fund do? This is history for the present. Ferguson travels to post-Katrina New Orleans to ask why the free market can’t provide adequate protection against catastrophe. He delves into the origins of the subprime mortgage crisis.

    A software diskette provides an easy-to-use tool for students to derive probabilities for binomial.

    This author team is known for their outstanding research, teaching efforts, and world-renowned finance textbooks, so it's no surprise that they provide clear exposition of difficult material without sacrificing up-to-date, technically correct treatments. The seventh edition has been fully updated to reflect recent events and is now available with Connect Finance! Connect is the only integrated learning system that empowers students by continuously adapting to deliver precisely what they need, when they need it, and how they need it, so that your class time is more engaging and effective.

    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.

    But many managers can't read a balance sheet, wouldn't recognize a liquidity ratio, and don't know how to calculate return on investment. Worse, they don't have any idea where the numbers come from or how reliable they really are. In Financial Intelligence, Karen Berman and Joe Knight teach the basics of finance--but with a twist. Financial reporting, they argue, is as much art as science. Because nobody can quantify everything, accountants always rely on estimates, assumptions, and judgment calls. Savvy managers need to know how those sources of possible bias can affect the financials and that sometimes the numbers can be challenged. While providing the foundation for a deep understanding of the financial side of business, the book also arms managers with practical strategies for improving their companies' performance--strategies, such as "managing the balance sheet," that are well understood by financial professionals but rarely shared with their nonfinancial colleagues. Accessible, jargon-free, and filled with entertaining stories of real companies, Financial Intelligence gives nonfinancial managers the financial knowledge and confidence for their everyday work. Karen Berman and Joe Knight are the owners of the Los Angeles-based Business Literacy Institute and have trained tens of thousands of managers at many leading organizations. Co-author John Case has written several popular books on management.