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Automated Trading with R: Quantitative Research and Platform Development - Original PDF
Automated Trading with R: Quantitative Research and Platform Development - Original PDF
نویسندگان: Chris Conlan (auth.) خلاصه: This book explains the broad topic of automated trading, starting with its mathematics and moving to its computation and execution. Readers will gain a unique insight into the mechanics and computational considerations taken in building a backtester, strategy optimizer, and fully functional trading platform. Automated Trading with R provides automated traders with all the tools they need to trade algorithmically with their existing brokerage, from data management, to strategy optimization, to order execution, using free and publically available data. If your brokerage’s API is supported, the source code is plug-and-play. The platform built in this book can serve as a complete replacement for commercially available platforms used by retail traders and small funds. Software components are strictly decoupled and easily scalable, providing opportunity to substitute any data source, trading algorithm, or brokerage. The book’s three objectives are: To provide a flexible alternative to common strategy automation frameworks, like Tradestation, Metatrader, and CQG, to small funds and retail traders. To offer an understanding the internal mechanisms of an automated trading system. To standardize discussion and notation of real-world strategy optimization problems. What you’ll learn Programming an automated strategy in R gives the trader access to R and its package library for optimizing strategies, generating real-time trading decisions, and minimizing computation time. How to best simulate strategy performance in their specific use case to derive accurate performance estimates. Important machine-learning criteria for statistical validity in the context of time-series. An understanding of critical real-world variables pertaining to portfolio management and performance assessment, including latency, drawdowns, varying trade size, portfolio growth, and penalization of unused capital. Who This Book Is For This book is for traders/practitioners at the retail or small fund level with at least an undergraduate background in finance or computer science. Graduate level finance or data science students.
Technical Analysis and Chart Interpretations: A Comprehensive Guide to Understanding Established Trading Tactics for Ultimate Profit - Original PDF
Technical Analysis and Chart Interpretations: A Comprehensive Guide to Understanding Established Trading Tactics for Ultimate Profit - Original PDF
نویسندگان: Ed Ponsi خلاصه: Ed Ponsi's straightforward guide to understanding technical analysis Technical Analysis and Chart Interpretations delivers simple explanations and easy-to-understand techniques that demystify the technical analysis process. In his usual straightforward style, bestselling author Ed Ponsi guides you through the twists and turns to show you what really matters when it comes to making money. Whether you trade stocks, currencies, or commodities, you'll develop invaluable skills as you master difficult concepts and the tools of the trade. Technical analysis translates to any form of trading, and this book delivers clear, jargon-free guidance toward interpreting the various charts you'll see in the field. Technical analysis can be confusing. Volatility, cycles, Elliot waves, Fibonacci, trends—it's easy to get lost, and most of the available literature is incomprehensible to all but the experts. This book is different—it's technical analysis for the rest of us. You'll see through the language to understand the underlying concepts, and how to apply them correctly. Learn what true technical analysis entails Discover the tools that simplify accurate analysis Master the tactics and strategies used by the pros Develop a valuable trading skill that transcends markets Simply recognizing the vocabulary isn't nearly enough, and a passing acquaintance with the topic is guaranteed to do more harm than good. When technical analysis methods are used incorrectly, they are ineffective at best, and actively destructive to your bottom line at worst. Technical Analysis and Chart Interpretations cuts through the confusion to give you a firm understanding and the skills to apply it correctly.
Rescuing EU Emissions Trading: The Climate Policy Flagship - Original PDF
Rescuing EU Emissions Trading: The Climate Policy Flagship - Original PDF
نویسندگان: Jørgen Wettestad, Torbjørg Jevnaker (auth.) خلاصه: This book draws upon a meticulous study of background documents and a string of fresh interviews to tell the fascinating story of how the EU’s climate flagship was significantly improved. The EU’s emissions trading system (ETS) covers almost half of its greenhouse gas emissions and has been hailed as the cornerstone and flagship of EU climate policy. But in spring 2013 the ETS was in severe crisis, with a huge surplus of allowances and a sagging carbon price. Even a formally simple measure to change the timing of auctioning was initially rejected by the European Parliament. Two years later a much more important ‘market thermostat’ was adopted (i.e. the Market Stability Reserve) and proposals for a complete ETS overhaul were put on the table. This book examines and explains how it was possible to turn the flagship around so quickly. Crucial changes at EU and national levels are identified, chief among them in Germany and the European Parliament.
Enforcing and Trading Patents: Evidence for Europe - Original PDF
Enforcing and Trading Patents: Evidence for Europe - Original PDF
نویسندگان: Fabian Gäßler (auth.) خلاصه: Applying novel datasets, Fabian Gäßler analyzes how key aspects of the current patent system in Europe and Germany, respectively, affect patent enforcement and patent trade. In particular, he shows what factors determine court selection in patent litigation and how the jurisdictional separation of validity and infringement questions favors the patent holder. The author further provides empirical evidence for the market for patents in Europe. The presented findings yield important implications for the ongoing debate on the optimal design of patent systems.
The European Emission Trading System and Its Followers: Comparative Analysis and Linking Perspectives - Original PDF
The European Emission Trading System and Its Followers: Comparative Analysis and Linking Perspectives - Original PDF
نویسندگان: Simone Borghesi, Massimiliano Montini, Alessandra Barreca (auth.) خلاصه: Given the rapid spread of ETSs in an increasing number of countries and the important role that they are likely to play for the success or failure of the environmental policy in the years to come, this book provides an interdisciplinary analysis of the EU ETS from both the legal and economic perspectives comparing it with the other main ETSs existing worldwide, in order to assess whether the EU ETS has truly represented a prototype for the other ETSs established around the world and to investigate the current perspectives for linking them in the future.Through the years, the EU ETS has progressively gained a paramount position within the EU environmental policy and climate change legislation and currently represents the most striking flagship in this sector, with more than 11.000 installations covered by the scheme. In parallel, the EU ETS has paved the way for the establishment of many other ETSs in several other jurisdictions. Such schemes are now recognized worldwide as the “cornerstones” of the climate change policy.
Trading on sentiment : the power of minds over markets - Original PDF
Trading on sentiment : the power of minds over markets - Original PDF
نویسندگان: Peterson, Richard L خلاصه: his book is based on a simple claim: There are patterns in market prices. While that assertion is controversial among academics, belief in that notion is a prerequisite to work in the investment industry. Investors who propose to beat the market attempt to harvest some mispricing, somewhere, often systematically. This book covers broad scientific and experimental ground as it makes the case that not only do price patterns exist, but the most predictable pat- terns are rooted in the anatomy of the human brain and the biology of its information processing networks. Some information provokes emotional reactions—as we describe in subsequent chapters—and these reactions predictably alter trading behav- ior. In this book the term sentiment refers to emotions, feelings, outlooks, Trim Size: 6in x 9in Peterson fpref.tex V2 - 02/19/2016 8:51pm Page xix  Preface xix attitudes, and beliefs. Sometimes investors reveal their sentiment through their statements in news and social media, and those statements become the predictive information of interest. Sentiments alter collective behavior, leading to patterns in prices. This book is organized into five parts. Part One explores the foundations of investor behavior. Investor sentiment has been found predictive of market price action based on humans’ innate information processing networks and specific characteristics of information. Part Two examines short-term price patterns that result from both news and social media. Part Three lays out the longer-term price patterns associated with sentiment, including momen- tum and value enhancements with sentiment. Part Four describes complex price patterns such as speculative bubbles and patterns in commodities and currencies. Part Five turns its attention to individual investor psychology, sharing tools to help investors avoid the biases whose effects on collective trading behavior cause the price patterns examined in this book.
Handbook of High-Frequency Trading and Modeling in Finance - Original PDF
Handbook of High-Frequency Trading and Modeling in Finance - Original PDF
نویسندگان: Ionut Florescu, Maria C. Mariani, H. Eugene Stanley, Frederi G. Viens (eds.) خلاصه: Reflecting the fast pace and ever-evolving nature of the financial industry, the Handbook of High-Frequency Trading and Modeling in Finance details how high-frequency analysis presents new systematic approaches to implementing quantitative activities with high-frequency financial data. Introducing new and established mathematical foundations necessary to analyze realistic market models and scenarios, the handbook begins with a presentation of the dynamics and complexity of futures and derivatives markets as well as a portfolio optimization problem using quantum computers. Subsequently, the handbook addresses estimating complex model parameters using high-frequency data. Finally, the handbook focuses on the links between models used in financial markets and models used in other research areas such as geophysics, fossil records, and earthquake studies. The Handbook of High-Frequency Trading and Modeling in Finance also features: • Contributions by well-known experts within the academic, industrial, and regulatory fields • A well-structured outline on the various data analysis methodologies used to identify new trading opportunities • Newly emerging quantitative tools that address growing concerns relating to high-frequency data such as stochastic volatility and volatility tracking; stochastic jump processes for limit-order books and broader market indicators; and options markets • Practical applications using real-world data to help readers better understand the presented material The Handbook of High-Frequency Trading and Modeling in Finance is an excellent reference for professionals in the fields of business, applied statistics, econometrics, and financial engineering. The handbook is also a good supplement for graduate and MBA-level courses on quantitative finance, volatility, and financial econometrics. Ionut Florescu, PhD, is Research Associate Professor in Financial Engineering and Director of the Hanlon Financial Systems Laboratory at Stevens Institute of Technology. His research interests include stochastic volatility, stochastic partial differential equations, Monte Carlo Methods, and numerical methods for stochastic processes. Dr. Florescu is the author of Probability and Stochastic Processes, the coauthor of Handbook of Probability, and the coeditor of Handbook of Modeling High-Frequency Data in Finance, all published by Wiley. Maria C. Mariani, PhD, is Shigeko K. Chan Distinguished Professor in Mathematical Sciences and Chair of the Department of Mathematical Sciences at The University of Texas at El Paso. Her research interests include mathematical finance, applied mathematics, geophysics, nonlinear and stochastic partial differential equations and numerical methods. Dr. Mariani is the coeditor of Handbook of Modeling High-Frequency Data in Finance, also published by Wiley. H. Eugene Stanley, PhD, is William Fairfield Warren Distinguished Professor at Boston University. Stanley is one of the key founders of the new interdisciplinary field of econophysics, and has an ISI Hirsch index H=128 based on more than 1200 papers. In 2004 he was elected to the National Academy of Sciences. Frederi G. Viens, PhD, is Professor of Statistics and Mathematics and Director of the Computational Finance Program at Purdue University. He holds more than two dozen local, regional, and national awards and he travels extensively on a world-wide basis to deliver lectures on his research interests, which range from quantitative finance to climate science and agricultural economics. A Fellow of the Institute of Mathematics Statistics, Dr. Viens is the coeditor of Handbook of Modeling High-Frequency Data in Finance, also published by Wiley.
The Official Raspberry Pi Projects Book, Volume 4 - Original PDF
The Official Raspberry Pi Projects Book, Volume 4 - Original PDF
نویسندگان: Raspberry Pi Trading خلاصه: First time using a Raspberry Pi? Here’s how to get it ready YOUR RASPBERRY PI SET UP ESSENTIAL EQUIPMENT MICRO SD CARD MONITOR POWER SUPPLY (2.5 A) MOUSE CASE >STEP 01 SET UP YOUR MICRO SD CARD The first thing you need to do is make sure your microSD card has an operating system on it so that the Raspberry Pi can run. For newcomers, NOOBS is the recommended way of installing Raspbian, the Raspberry Pi operating system. Download it from magpi.cc/2bnf5XF and then unzip the files directly onto a freshly formatted microSD card
Worlds Apart Trading Together: The organisation of long-distance trade between Rome and India in Antiquity - Original PDF
Worlds Apart Trading Together: The organisation of long-distance trade between Rome and India in Antiquity - Original PDF
نویسندگان: Kasper Grønlund Evers خلاصه: Worlds Apart Trading Together sets out to replace the outdated notion of ‘Indo-Roman trade’ with a more informed perspective integrating the new findings of the last 30 years. In order to accomplish this, a perspective focusing on concrete demand from the ground up is adopted, also shedding light on the role of the market in long-distance exchange. Accordingly, the analysis conducted demonstrates that an economically highly substantial trade took place between the Mediterranean and the Indian Ocean in the 1st–6th cen. CE, altering patterns of consumption and modes of production in both India, South Arabia and the Roman Empire. Significantly, it can be documented that this trade was organised at the centres of demand and supply, in Rome and India, respectively, by comparable urban associations, the transport in-between being handled by equally well-organised private networks and diasporas of seagoing merchants. Consequently, this study concludes that the institution of the market in Antiquity was able to facilitate trade over very long distances, acting on a scale which had a characteristic impact on the economies of the societies involved, their economic structures converging by adapting to trade and the market.
The Multilateral Trading System and Human Rights: A Governance Space Theory on Linkages - Original PDF
The Multilateral Trading System and Human Rights: A Governance Space Theory on Linkages - Original PDF
نویسندگان: Mihir Kanade خلاصه: This book contributes an original theory to understanding human rights and international trade. It offers the ‘governance space’ framework for analysing the linkages and normative relationships between the multilateral trading system (MTS) and human rights regimes. Drawing upon key case studies, the author identifies connecting strands as also gaps in linkage issues. He further examines the ‘right to development’ approach to resolve tensions between these two regimes and demonstrates how the approach may be the most appropriate road map to finding sustainable solutions in balancing human rights and equitable free trade in a complex globalised world. Presenting new legal analyses informed by current debates drawn from international organisations – the World Trade Organization, United Nations, International Labour Organization – governments, civil society and academia as well as global commitments such as the Sustainable Development Goals, the book proposes a systematic and holistic policy intervention. This timely and transdisciplinary text will be of great interest to academics, students and scholars of human rights, international trade, international law, development studies, public policy and governance, economics, politics and international relations. It will also be useful to policymakers, think-tanks, human rights advocates, professionals, lawyers, civil society organisations, non-governmental organisations and trade experts.

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