Author: Dianne Draze
Publisher:
ISBN: 9781593631383
Category : Education
Languages : en
Pages : 64
Get Book Here
Book Description
The stock market is in the news every day, and even people who do not personally trade securities or intend to make a fortune by trading stocks have an interest in knowing something about the stock market. By giving students an understanding of the stock market, we are preparing them to deal knowledgeably with an area of our society that has a vast effect on their lives. Whether or not they choose later in life to trade stocks on an individual basis, they will have the knowledge that will enable them to understand this aspect of the economy and how their personal economic pictures are affected by the larger economic landscape. The Stock Market Game is a fun, informative simulation game that provides the information and framework for students to learn about the economics and psychology of the stock market. This easy-to-use guide includes: information about all aspects of company ownership; information on stocks, stock prices, the stock market, buying and selling stocks, and forces that affect stock prices; a minisimulation that can be completed in one week; and a longer simulation that follows the real stock market for several months. All information is presented on reproducible pages, illustrated with examples, and followed by exercises that let students apply their knowledge. This motivating unit will give students insights they will carry with them into their adult lives. This combination curriculum guide/simulation has it all. All you have to do is add current stock prices from your newspaper or the Internet.
Author: Stephanie Buehler
Publisher: Teacher Created Resources
ISBN: 1576905896
Category : Stock exchanges
Languages : en
Pages : 50
Get Book Here
Book Description
The stock market is a fascinating, exciting part of our nation's economy. Stock Market Simulations is an interactive means of piquing students' interest and involving them in concepts related to the world of business and finance.
Author: Dianne Draze
Publisher: Routledge
ISBN: 1000489779
Category : Education
Languages : en
Pages : 109
Get Book Here
Book Description
The stock market is in the news every day, and even people who do not personally trade securities or intend to make a fortune by trading stocks have an interest in knowing something about the stock market. By giving students an understanding of the stock market, we are preparing them to deal knowledgeably with an area of our society that has a vast effect on their lives. Whether or not they choose later in life to trade stocks on an individual basis, they will have the knowledge that will enable them to understand this aspect of the economy and how their personal economic pictures are affected by the larger economic landscape. The Stock Market Game is a fun, informative simulation game that provides the information and framework for students to learn about the economics and psychology of the stock market. This easy-to-use guide includes: information about all aspects of company ownership; information on stocks, stock prices, the stock market, buying and selling stocks, and forces that affect stock prices; a minisimulation that can be completed in 1 week; and a longer simulation that follows the real stock market for several months. All information is presented on reproducible pages, illustrated with examples, and followed by exercises that let students apply their knowledge. This motivating unit will give students insights they will carry with them into their adult lives. This combination curriculum guide/simulation has it all. All you have to do is add current stock prices from your newspaper or the Internet. For more information on business ownership, use the simulation Open for Business. Grades 5-8
Author: Ronald B. Shelton
Publisher: John Wiley & Sons
ISBN: 9780471168133
Category : Business & Economics
Languages : en
Pages : 234
Get Book Here
Book Description
Die Spieltheorie betrachtet Entscheidungen als "Schachzüge" in einem Spiel, dessen Ausgang von den Entscheidungen aller Spieler bestimmt wird. Diese Theorie wird hier erstmals auf Investmentgeschäfte am Finanzmarkt angewendet. Nach der Definition der "Spielregeln" und der "Spieler" wird, basierend auf Formeln der Wahrscheinlichkeitsrechnung, ein Spielmodell entwickelt, das die Rentabilität von beliebigen Finanzaktionen wie Aktienkauf und -verkauf vorhersagt.
Author: Norman Ehrentreich
Publisher: Springer Science & Business Media
ISBN: 3540738789
Category : Business & Economics
Languages : en
Pages : 238
Get Book Here
Book Description
This book reconciles the existence of technical trading with the Efficient Market Hypothesis. By analyzing a well-known agent-based model, the Santa Fe Institute Artificial Stock Market (SFI-ASM), it finds that when selective forces are weak, financial evolution cannot guarantee that only the fittest trading rules will survive. Its main contribution lies in the application of standard results from population genetics which have widely been neglected in the agent-based community.
Author: Tshepo Chris Nokeri
Publisher: Apress
ISBN: 9781484271094
Category : Computers
Languages : en
Pages : 182
Get Book Here
Book Description
Bring together machine learning (ML) and deep learning (DL) in financial trading, with an emphasis on investment management. This book explains systematic approaches to investment portfolio management, risk analysis, and performance analysis, including predictive analytics using data science procedures. The book introduces pattern recognition and future price forecasting that exerts effects on time series analysis models, such as the Autoregressive Integrated Moving Average (ARIMA) model, Seasonal ARIMA (SARIMA) model, and Additive model, and it covers the Least Squares model and the Long Short-Term Memory (LSTM) model. It presents hidden pattern recognition and market regime prediction applying the Gaussian Hidden Markov Model. The book covers the practical application of the K-Means model in stock clustering. It establishes the practical application of the Variance-Covariance method and Simulation method (using Monte Carlo Simulation) for value at risk estimation. It also includes market direction classification using both the Logistic classifier and the Multilayer Perceptron classifier. Finally, the book presents performance and risk analysis for investment portfolios. By the end of this book, you should be able to explain how algorithmic trading works and its practical application in the real world, and know how to apply supervised and unsupervised ML and DL models to bolster investment decision making and implement and optimize investment strategies and systems. What You Will Learn Understand the fundamentals of the financial market and algorithmic trading, as well as supervised and unsupervised learning models that are appropriate for systematic investment portfolio management Know the concepts of feature engineering, data visualization, and hyperparameter optimization Design, build, and test supervised and unsupervised ML and DL models Discover seasonality, trends, and market regimes, simulating a change in the market and investment strategy problems and predicting market direction and prices Structure and optimize an investment portfolio with preeminent asset classes and measure the underlying risk Who This Book Is For Beginning and intermediate data scientists, machine learning engineers, business executives, and finance professionals (such as investment analysts and traders)
Author: Andreas F. Clenow
Publisher: John Wiley & Sons
ISBN: 111841084X
Category : Business & Economics
Languages : en
Pages : 309
Get Book Here
Book Description
During bull and bear markets, there is a group of hedge funds and professional traders which have been consistently outperforming traditional investment strategies for the past 30 odd years. They have shown remarkable uncorrelated performance and in the great bear market of 2008 they had record gains. These traders are highly secretive about their proprietary trading algorithms and often employ top PhDs in their research teams. Yet, it is possible to replicate their trading performance with relatively simplistic models. These traders are trend following cross asset futures managers, also known as CTAs. Many books are written about them but none explain their strategies in such detail as to enable the reader to emulate their success and create their own trend following trading business, until now. Following the Trend explains why most hopefuls fail by focusing on the wrong things, such as buy and sell rules, and teaches the truly important parts of trend following. Trading everything from the Nasdaq index and T-bills to currency crosses, platinum and live hogs, there are large gains to be made regardless of the state of the economy or stock markets. By analysing year by year trend following performance and attribution the reader will be able to build a deep understanding of what it is like to trade futures in large scale and where the real problems and opportunities lay. Written by experienced hedge fund manager Andreas Clenow, this book provides a comprehensive insight into the strategies behind the booming trend following futures industry from the perspective of a market participant. The strategies behind the success of this industry are explained in great detail, including complete trading rules and instructions for how to replicate the performance of successful hedge funds. You are in for a potentially highly profitable roller coaster ride with this hard and honest look at the positive as well as the negative sides of trend following.
Author: Denise Shull
Publisher: McGraw Hill Professional
ISBN: 0071761527
Category : Business & Economics
Languages : en
Pages : 289
Get Book Here
Book Description
Seize the advantage in every trade using your greatest asset—“psychological capital”! When it comes to investing, we're usually taught to “conquer” our emotions. Denise Shull sees it in reverse: We need to use our emotions. Combining her expertise in neuroscience with her extensive trading experience, Shull seeks to help you improve your decision making by navigating the shifting relationships among reason, analysis, emotion, and intuition. This is your “psychological capital”—and it's the key to making decisions calmly and rationally during the heat of trading. Market Mind Games explains the basics of neuroscience in language you understand, which is the first tool you need to manage the emotional ups and downs of the trading. It then provides you with a rock-solid trading system designed to take full advantage of your emotional assets.
Author: Frédéric Abergel
Publisher: Cambridge University Press
ISBN: 1316870480
Category : Mathematics
Languages : en
Pages : 242
Get Book Here
Book Description
A limit order book is essentially a file on a computer that contains all orders sent to the market, along with their characteristics such as the sign of the order, price, quantity and a timestamp. The majority of organized electronic markets rely on limit order books to store the list of interests of market participants on their central computer. A limit order book contains all the information available on a specific market and it reflects the way the market moves under the influence of its participants. This book discusses several models of limit order books. It begins by discussing the data to assess their empirical properties, and then moves on to mathematical models in order to reproduce the observed properties. Finally, the book presents a framework for numerical simulations. It also covers important modelling techniques including agent-based modelling, and advanced modelling of limit order books based on Hawkes processes. The book also provides in-depth coverage of simulation techniques and introduces general, flexible, open source library concepts useful to readers studying trading strategies in order-driven markets.
Author: George Charles Selden
Publisher:
ISBN:
Category : Speculation
Languages : en
Pages : 140
Get Book Here
Book Description
"This book is based upon the belief that the movements of prices on the exchanges are dependent to a very large degree on the mental attitude of the investing and trading public ... [and] is intended chiefly as a practical help to that considerable part of the community which is interested, directly or indirectly, in the markets.--p. [3]
