Download or read book Interpretable Machine Learning written by Christoph Molnar and published by Lulu.com. This book was released on 2020 with total page 320 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is about making machine learning models and their decisions interpretable. After exploring the concepts of interpretability, you will learn about simple, interpretable models such as decision trees, decision rules and linear regression. Later chapters focus on general model-agnostic methods for interpreting black box models like feature importance and accumulated local effects and explaining individual predictions with Shapley values and LIME. All interpretation methods are explained in depth and discussed critically. How do they work under the hood? What are their strengths and weaknesses? How can their outputs be interpreted? This book will enable you to select and correctly apply the interpretation method that is most suitable for your machine learning project.
Download or read book The Great Inflation written by Michael D. Bordo and published by University of Chicago Press. This book was released on 2013-06-28 with total page 545 pages. Available in PDF, EPUB and Kindle. Book excerpt: Controlling inflation is among the most important objectives of economic policy. By maintaining price stability, policy makers are able to reduce uncertainty, improve price-monitoring mechanisms, and facilitate more efficient planning and allocation of resources, thereby raising productivity. This volume focuses on understanding the causes of the Great Inflation of the 1970s and ’80s, which saw rising inflation in many nations, and which propelled interest rates across the developing world into the double digits. In the decades since, the immediate cause of the period’s rise in inflation has been the subject of considerable debate. Among the areas of contention are the role of monetary policy in driving inflation and the implications this had both for policy design and for evaluating the performance of those who set the policy. Here, contributors map monetary policy from the 1960s to the present, shedding light on the ways in which the lessons of the Great Inflation were absorbed and applied to today’s global and increasingly complex economic environment.
Download or read book Handbook of Pulsar Astronomy written by D. R. Lorimer and published by Cambridge University Press. This book was released on 2005 with total page 316 pages. Available in PDF, EPUB and Kindle. Book excerpt: This 2004 book provides a concise description of pulsar research, presenting key techniques, background information and results.
Download or read book The Federal Reserve System Purposes and Functions written by Board of Governors of the Federal Reserve System and published by . This book was released on 2002 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Provides an in-depth overview of the Federal Reserve System, including information about monetary policy and the economy, the Federal Reserve in the international sphere, supervision and regulation, consumer and community affairs and services offered by Reserve Banks. Contains several appendixes, including a brief explanation of Federal Reserve regulations, a glossary of terms, and a list of additional publications.
Download or read book The Lords of Easy Money written by Christopher Leonard and published by Simon and Schuster. This book was released on 2023-01-10 with total page 384 pages. Available in PDF, EPUB and Kindle. Book excerpt: The New York Times bestseller from business journalist Christopher Leonard infiltrates one of America’s most mysterious institutions—the Federal Reserve—to show how its policies spearheaded by Chairman Jerome Powell over the past ten years have accelerated income inequality and put our country’s economic stability at risk. If you asked most people what forces led to today’s unprecedented income inequality and financial crashes, no one would say the Federal Reserve. For most of its history, the Fed has enjoyed the fawning adoration of the press. When the economy grew, it was credited to the Fed. When the economy imploded in 2008, the Fed got credit for rescuing us. But here, for the first time, is the inside story of how the Fed has reshaped the American economy for the worse. It all started on November 3, 2010, when the Fed began a radical intervention called quantitative easing. In just a few short years, the Fed more than quadrupled the money supply with one goal: to encourage banks and other investors to extend more risky debt. Leaders at the Fed knew that they were undertaking a bold experiment that would produce few real jobs, with long-term risks that were hard to measure. But the Fed proceeded anyway…and then found itself trapped. Once it printed all that money, there was no way to withdraw it from circulation. The Fed tried several times, only to see the market start to crash, at which point the Fed turned the money spigot back on. That’s what it did when COVID hit, printing 300 years’ worth of money in a few short months. Which brings us to now: Ten years on, the gap between the rich and poor has grown dramatically, inflation is raging, and the stock market is driven by boom, busts, and bailouts. Middle-class Americans seem stuck in a stage of permanent stagnation, with wage gains wiped out by high prices even as they remain buried under credit card debt, car loan debt, and student debt. Meanwhile, the “too big to fail” banks remain bigger and more powerful than ever while the richest Americans enjoy the gains of a hyper-charged financial system. The Lords of Easy Money “skillfully” (The Wall Street Journal) tells the “fascinating” (The New York Times) tale of how quantitative easing is imperiling the American economy through the story of the one man who tried to warn us. This is the first inside story of how we really got here—and why our economy rests on such unstable ground.
Download or read book Central Banks in the Age of the Euro written by Kenneth Dyson and published by OUP Oxford. This book was released on 2009-07-30 with total page 480 pages. Available in PDF, EPUB and Kindle. Book excerpt: Both studies of political power and Europeanization studies have tended to neglect central banks. As the age of the euro reaches its 10th anniversary, it is timely to reflect on what it means for central banks, which have been at the forefront of the establishment of Economic and Monetary Union in the European Union. Central banks have been caught up in a major historic political project. What does it mean for them? What does the age of the euro tell us about the power of central banks, their Europeanization and whether they are coming to resemble each other more closely? This book brings together a range of recognized academic specialists to examine the main political aspects of this question. How, and in what ways, has the euro Europeanized central banks (members and non-members of the Euro Area)? What have been its effects on the power of central banks and their use of power? Has the euro generated convergence or divergence in central banking? The book offers the first, in-depth and systematic political analysis of central banks in the first decade of the euro. It places the euro in its global and European contexts, including the US Fed and the Australasian central banks, patterns of differentiated integration in European central banking, and the European Central Bank. It offers a set of case studies of its effects on a representative sample of EU central banks (euro 'insiders' and 'outsiders') and looks at four main thematic areas (monetary policy, financial market supervision, accountability and transparency, and research). The book contributes to Europeanization studies, comparative political economy, and studies of Economic and Monetary Union. It will be of major interest to students of the European Union and European integration, comparative European politics, and area and 'country' studies. More generally, it will interest all those interested in central banking and their pivotal and problematic position between politics and markets.
Download or read book Modern Money Mechanics written by Federal Reserve Bank Of Chicago and published by Lulu.com. This book was released on 2011-09-03 with total page 46 pages. Available in PDF, EPUB and Kindle. Book excerpt: This reprint presents Modern Money Mechanics as it was originally published by the Federal Reserve Bank of Chicago in editions ranging from 1961-1992. The last revision, made in 1992, was most recently published in 1994. As a description of our money system since the time of the creation of the Federal Reserve, hard money advocates, political libertarians and others have found the content of this book damning and used it as part of a general critique of American fiat currency. This booklet has been cited by Gary North, Lew Rockwell, the U.S. and U.K. Libertarian parties and many others. It even features in YouTube videos. As a simplified model for fractional reserve banking, Modern Money Mechanics remains an excellent beginning, one that can be read in a single sitting and one that has the advantage of showing us the Federal Reserve presenting itself and its operations to a broad, mass readership.
Download or read book Neutron Stars and Pulsars IAU S291 written by Joeri van Leeuwen and published by Cambridge University Press. This book was released on 2013-04-25 with total page 520 pages. Available in PDF, EPUB and Kindle. Book excerpt: IAU Symposium 291 features a rich harvest of recent scientific discoveries and looks forward to the many exciting avenues for future neutron-star research. The volume starts with general, lively, comprehensive introductions to three main themes that successfully communicate the excitement of current pulsar research. The subsequent reviews and contributions on hot topics cover: ongoing searches for pulsars, both radio and gamma-ray; neutron star formation and properties; binary pulsars; pulsar timing and tests of gravitational theories; magnetars; radio transients; radio, X-ray and gamma-ray pulse properties and emission mechanisms; and future facilities. This range of topics clearly illustrates the diverse nature and wide application of neutron-star research. Through a combination of introductory reviews and practically complete coverage of current results from across the electromagnetic spectrum, IAU S291 is the perfect reference for neutron-star researchers and also provides an excellent read for advanced undergraduate and starting graduate students.
Download or read book Investing in America s Workforce written by Carl E. Van Horn and published by . This book was released on 2018 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book The Future of Multilateralism and Globalization in the Age of the U S China Rivalry written by Norbert Gaillard and published by Taylor & Francis. This book was released on 2023-10-26 with total page 257 pages. Available in PDF, EPUB and Kindle. Book excerpt: Despite the growing consensus that the rise of China is transforming international relations, policy makers and scholars have not sufficiently addressed the geopolitical and geoeconomic implications of a new paradigm, especially since the Covid-19 pandemic and the Russo-Ukrainian war. This book fills this gap. This is an original and innovative book that investigates how a new modus vivendi between China and the United States in a post-globalized world requires more economic independence because of the distrust between G20 economies but heightened international cooperation, in order to avert a shift to nationalism and protectionism and to fight financial and climate crises. The book is divided into four parts. Part I investigates the specific features of Chinese and U.S. capitalisms; Part II argues that several flaws observed in the multilateral architecture since the early 2000s have caused global imbalances and increased misunderstanding and mistrust between the two superpowers; Part III analyzes how the China-U.S. rivalry has manifested in Asia, Latin America, and in terms of global development finance and finally, Part IV provides a blueprint for a successful and revamped international order. The book provides an ambitious interdisciplinary analysis of the future of multilateralism and globalization with contributions from economists, lawyers, and political scientists. Due to its multidisciplinary approach, the book will attract the interest of scholars and postgraduate students from wide ranging fields, as well as practitioners working in international organizations, policy makers and more generally educated lay readers interested in the topic.
Download or read book Federal Register written by and published by . This book was released on 2012-03 with total page 220 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Banking Panics of the Gilded Age written by Elmus Wicker and published by Cambridge University Press. This book was released on 2000-09-04 with total page 182 pages. Available in PDF, EPUB and Kindle. Book excerpt: This study of post-Civil War banking panics has constructed estimates of bank closures and their incidence in five separate banking disturbances. The book reconstructs the course of banking panics in the interior, where suspension of cash payment was the primary effect on the average person.
Download or read book Encyclopedia of the Gilded Age and Progressive Era written by John D. Buenker and published by Routledge. This book was released on 2021-04-14 with total page 1412 pages. Available in PDF, EPUB and Kindle. Book excerpt: Spanning the era from the end of Reconstruction (1877) to 1920, the entries of this reference were chosen with attention to the people, events, inventions, political developments, organizations, and other forces that led to significant changes in the U.S. in that era. Seventeen initial stand-alone essays describe as many themes.
Download or read book Federal Reserve Bulletin written by and published by . This book was released on 1924 with total page 1084 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Code of Federal Regulations written by and published by . This book was released on 1993 with total page 852 pages. Available in PDF, EPUB and Kindle. Book excerpt: Special edition of the Federal Register, containing a codification of documents of general applicability and future effect ... with ancillaries.
Download or read book Calendars of the United States House of Representatives and History of Legislation written by United States. Congress. House and published by . This book was released on 1971 with total page 276 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Cumulated Index Medicus written by and published by . This book was released on 1968 with total page 876 pages. Available in PDF, EPUB and Kindle. Book excerpt:
