Candlestick and Pivot Point Trading Triggers
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A Statistical Analysis of the Predictive Power of Japanese Candlesticks Mohamed Jamaloodeen Georgia Gwinnett College, [email protected]
Journal of International & Interdisciplinary Business Research Volume 5 Article 5 June 2018 A Statistical Analysis of the Predictive Power of Japanese Candlesticks Mohamed Jamaloodeen Georgia Gwinnett College, [email protected] Adrian Heinz Georgia Gwinnett College, [email protected] Lissa Pollacia Georgia Gwinnett College, [email protected] Follow this and additional works at: https://scholars.fhsu.edu/jiibr Part of the Finance and Financial Management Commons Recommended Citation Jamaloodeen, Mohamed; Heinz, Adrian; and Pollacia, Lissa (2018) "A Statistical Analysis of the Predictive Power of Japanese Candlesticks," Journal of International & Interdisciplinary Business Research: Vol. 5 , Article 5. Available at: https://scholars.fhsu.edu/jiibr/vol5/iss1/5 This Article is brought to you for free and open access by FHSU Scholars Repository. It has been accepted for inclusion in Journal of International & Interdisciplinary Business Research by an authorized editor of FHSU Scholars Repository. Jamaloodeen et al.: Analysis of Predictive Power of Japanese Candlesticks A STATISTICAL ANALYSIS OF THE PREDICTIVE POWER OF JAPANESE CANDLESTICKS Mohamed Jamaloodeen, Georgia Gwinnett College Adrian Heinz, Georgia Gwinnett College Lissa Pollacia, Georgia Gwinnett College Japanese Candlesticks is a technique for plotting past price action of a specific underlying such as a stock, index or commodity using open, high, low and close prices. These candlesticks create patterns believed to forecast future price movement. Although the candles’ popularity has increased rapidly over the last decade, there is still little statistical evidence about their effectiveness over a large number of occurrences. In this work, we analyze the predictive power of the Shooting Star and Hammer patterns using over six decades of historical data of the S&P 500 index. -
Stock Market Explained
Stock Market Explained A Beginner's Guide to Investing and Trading in the Modern Stock Market © Ardi Aaziznia www.PeakCapitalTrading.com Copyrighted Material © Peak Capital Trading CHAPTER 1 Copyrighted Material © Peak Capital Trading Figure 1.1: “covid-19” and “stock market” keyword Google search trends between April 2019 and April 2020. As you can see, there is a clear correlation. As the stock market drop hit the news cycles, people started searching more and more about the stock market in Google! Copyrighted Material © Peak Capital Trading COVID-19 Bear Market 2019 Bull Market 2020 recession due to pandemic v Figure 1.2: Comparison between the bull market of 2019 and the bear market of 2020, as shown by the change in share value of 500 of the largest American companies. These companies are tracked by the S&P 500 and are traded in an exchange-traded fund known as the SPDR S&P 500 ETF Trust (ticker: SPY). For your information, S&P refers to Standard & Poor’s, one of the indices which used to track this information. Copyrighted Material © Peak Capital Trading Figure 1.3: How this book is organized. Chapters 1-4 and 7-11 are written by me. Chapters 5 and 6 on day trading are written by Andrew Aziz. Copyrighted Material © Peak Capital Trading CHAPTER 2 Copyrighted Material © Peak Capital Trading Figure 2.1: The return on investing $100 in an exchange-traded fund known as the SPDR S&P 500 ETF Trust (ticker: SPY) (which tracks the share value of 500 of the largest American companies (as rated by the S&P 500)) vs. -
Candlestick—The Main Mistake of Economy Research in High Frequency Markets
International Journal of Financial Studies Article Candlestick—The Main Mistake of Economy Research in High Frequency Markets Michał Dominik Stasiak Department of Investment and Real Estate, Poznan University of Economics and Business, al. Niepodleglosci 10, 61-875 Poznan, Poland; [email protected] Received: 4 August 2020; Accepted: 1 October 2020; Published: 10 October 2020 Abstract: One of the key problems of researching the high-frequency financial markets is the proper data format. Application of the candlestick representation (or its derivatives such as daily prices, etc.), which is vastly used in economic research, can lead to faulty research results. Yet, this fact is consistently ignored in most economic studies. The following article gives examples of possible consequences of using candlestick representation in modelling and statistical analysis of the financial markets. Emphasis should be placed on the problem of research results being detached from the investing practice, which makes most of the results inapplicable from the investor’s point of view. The article also presents the concept of a binary-temporal representation, which is an alternative to the candlestick representation. Using binary-temporal representation allows for more precise and credible research and for the results to be applied in investment practice. Keywords: high frequency econometric; technical analysis; investment decision support; candlestick representation; binary-temporal representation JEL Classification: C01; C53; C90 1. Introduction While researching any subject literature, often one can notice that some popular methods in scientific research are copied and used without second thought by further researchers. Nowadays, the vast majority of papers pertaining to the analysis of course trajectory on financial markets and connected prediction possibilities use historical data in the form of a candlestick representation (or its derivatives such as daily opening prices, usually called daily prices, etc.) (Burgess 2010; Kirkpatrick and Dahlquist 2010; Schlossberg 2012). -
Japanese Candlestick Patterns
Presents Japanese Candlestick Patterns www.ForexMasterMethod.com www.ForexMasterMethod.com RISK DISCLOSURE STATEMENT / DISCLAIMER AGREEMENT Trading any financial market involves risk. This course and all and any of its contents are neither a solicitation nor an offer to Buy/Sell any financial market. The contents of this course are for general information and educational purposes only (contents shall also mean the website http://www.forexmastermethod.com or any website the content is hosted on, and any email correspondence or newsletters or postings related to such website). Every effort has been made to accurately represent this product and its potential. There is no guarantee that you will earn any money using the techniques, ideas and software in these materials. Examples in these materials are not to be interpreted as a promise or guarantee of earnings. Earning potential is entirely dependent on the person using our product, ideas and techniques. We do not purport this to be a “get rich scheme.” Although every attempt has been made to assure accuracy, we do not give any express or implied warranty as to its accuracy. We do not accept any liability for error or omission. Examples are provided for illustrative purposes only and should not be construed as investment advice or strategy. No representation is being made that any account or trader will or is likely to achieve profits or losses similar to those discussed in this report. Past performance is not indicative of future results. By purchasing the content, subscribing to our mailing list or using the website or contents of the website or materials provided herewith, you will be deemed to have accepted these terms and conditions in full as appear also on our site, as do our full earnings disclaimer and privacy policy and CFTC disclaimer and rule 4.41 to be read herewith. -
The Best Candlestick Patterns
Candlestick Patterns to Profit in FX-Markets Seite 1 RISK DISCLAIMER This document has been prepared by Bernstein Bank GmbH, exclusively for the purposes of an informational presentation by Bernstein Bank GmbH. The presentation must not be modified or disclosed to third parties without the explicit permission of Bernstein Bank GmbH. Any persons who may come into possession of this information and these documents must inform themselves of the relevant legal provisions applicable to the receipt and disclosure of such information, and must comply with such provisions. This presentation may not be distributed in or into any jurisdiction where such distribution would be restricted by law. This presentation is provided for general information purposes only. It does not constitute an offer to enter into a contract on the provision of advisory services or an offer to buy or sell financial instruments. As far as this presentation contains information not provided by Bernstein Bank GmbH nor established on its behalf, this information has merely been compiled from reliable sources without specific verification. Therefore, Bernstein Bank GmbH does not give any warranty, and makes no representation as to the completeness or correctness of any information or opinion contained herein. Bernstein Bank GmbH accepts no responsibility or liability whatsoever for any expense, loss or damages arising out of, or in any way connected with, the use of all or any part of this presentation. This presentation may contain forward- looking statements of future expectations and other forward-looking statements or trend information that are based on current plans, views and/or assumptions and subject to known and unknown risks and uncertainties, most of them being difficult to predict and generally beyond Bernstein Bank GmbH´s control. -
Trading System Development
Trading System Development An Interactive Qualifying Project Submitted to the Faculty of WORCESTER POLYTECHNIC INSTITUTE In partial fulfillment of the requirements for the Degree of Bachelor of Science By Brian O’Day Dylan Stimson Branden Diniz Submitted to: Prof. Michael Radzicki (advisor) Prof. Hossein Hakim (co-advisor) May 9, 2015 Abstract The purpose of this project was to construct a system of trading systems that would demonstrate a successful long term return on investment across different market conditions. The team was given $300,000 to distribute amongst three scientifically developed systems on the TradeStation platform provided by our advisors. The strategies were designed to incorporate both technical and fundamental data as well as trade diverse markets. The resulting cultivation of systems involved the use of two automated trading strategies and one manual trading strategy that showed substantial profits in the long term. 1 Acknowledgments We would like to thank Professor Radzicki and Professor Hakim for their guidance and support throughout the course of the project. We would also like to thank TradeStation for providing us with a platform for trading that made this project possible. 2 Authorship Page Introduction - Brian Problem Statement - Brian Overview of Systems - All Foundations of Trading and Investing Trading vs Investing - Branden Types of Exchanges - Branden, Dylan Investment Funds - Dylan Types of Orders - Dylan Market Conditions - Dylan Trading different Time Frames - Brian, Branden Costs of Trading/Investing -
Development and Analysis of a Trading Algorithm Using Candlestick Patterns
COMP 4971C – Independent Study (Summer 2016) DEVELOPMENT AND ANALYSIS OF A TRADING ALGORITHM USING CANDLESTICK PATTERNS By MUTHUKUMAR, Sivaraam Year 4, Dual Degree in Technology and Management (MEGBA) [email protected] 11th August 2016 Supervised by: Dr David Rossiter Department of Computer Science and Engineering Development and Analysis of a Trading Algorithm using Candlestick Patterns Table of Contents ABSTRACT .................................................................................................................................. 3 INTRODUCTION ......................................................................................................................... 3 Assumptions .......................................................................................................................... 3 PROCESS FLOW .......................................................................................................................... 4 GETTING DATA ........................................................................................................................... 5 Assumptions .......................................................................................................................... 5 COLOUR CODING THE CANDLESTICK CHART ............................................................................. 5 Assumptions .......................................................................................................................... 6 Colour coding algorithm ....................................................................................................... -
Trading Guide
Tim Trush & Julie Lavrin Introducing MAGIC FOREX CANDLESTICKS Trading Guide Your guide to financial freedom. © Tim Trush, Julie Lavrin, T&J Profit Club, 2017, All rights reserved https://tinyurl.com/forexmp Table Of Contents Chapter I: Introduction to candlesticks I.1. Understanding the candlestick chart 3 Most traders focus purely on technical indicators and they don't realize how valuable the original candlesticks are. I.2. Candlestick patterns really work! 4 When a candlestick reversal pattern appears, you should exit position before it's too late! Chapter II: High profit candlestick patterns II.1. Bullish reversal patterns 6 This category of candlestick patterns signals a potential trend reversal from bearish to bullish. II.2. Bullish continuation patterns 8 Bullish continuation patterns signal that the established trend will continue. II.3. Bearish reversal patterns 9 This category of candlestick patterns signals a potential trend reversal from bullish to bearish. II.4. Bearish continuation patterns 11 This category of candlestick patterns signals a potential trend reversal from bullish to bearish. Chapter III: How to find out the market trend? 12 The Heiken Ashi indicator is a popular tool that helps to identify the trend. The disadvantage of this approach is that it does not include consolidation. Chapter IV: Simple scalping strategy IV.1. Wow, Lucky Spike! 14 Everyone can learn it, use it, make money with it. There are traders who make a living trading just this pattern. IV.2. Take a profit now! 15 When to enter, where to place Stop Loss and when to exit. IV.3. Examples 15 The next examples show you not only trend reversal signals, but the Lucky Spike concept helps you to identify when the correction is over and the main trend is going to recover. -
Candlesticks, Fibonacci, and Chart Pattern Trading Tools
ffirs.qxd 6/17/03 8:17 AM Page iii CANDLESTICKS, FIBONACCI, AND CHART PATTERN TRADING TOOLS A SYNERGISTIC STRATEGY TO ENHANCE PROFITS AND REDUCE RISK ROBERT FISCHER JENS FISCHER JOHN WILEY & SONS, INC. ffirs.qxd 6/17/03 8:17 AM Page iii ffirs.qxd 6/17/03 8:17 AM Page i CANDLESTICKS, FIBONACCI, AND CHART PATTERN TRADING TOOLS ffirs.qxd 6/17/03 8:17 AM Page ii Founded in 1870, John Wiley & Sons is the oldest independent publishing company in the United States. With offices in North America, Europe, Australia, and Asia, Wiley is globally committed to developing and market- ing print and electronic products and services for our customers’ professional and personal knowledge and understanding. The Wiley Trading series features books by traders who have survived the market’s ever-changing temperament and have prospered—some by re- investing systems, others by getting back to basics. Whether a novice trader, professional, or somewhere in-between, these books will provide the advice and strategies needed to prosper today and well into the future. For a list of available titles, visit our web site at www.WileyFinance.com. ffirs.qxd 6/17/03 8:17 AM Page iii CANDLESTICKS, FIBONACCI, AND CHART PATTERN TRADING TOOLS A SYNERGISTIC STRATEGY TO ENHANCE PROFITS AND REDUCE RISK ROBERT FISCHER JENS FISCHER JOHN WILEY & SONS, INC. ffirs.qxd 6/17/03 8:17 AM Page iv Copyright © 2003 by Robert Fischer, Dr. Jens Fischer. All rights reserved. Published by John Wiley & Sons, Inc., Hoboken, New Jersey. Published simultaneously in Canada. PHI-spirals, PHI-ellipse, PHI-channel, and www.fibotrader.com are registered trademarks and protected by U.S. -
Candlestick Patterns
INTRODUCTION TO CANDLESTICK PATTERNS Learning to Read Basic Candlestick Patterns www.thinkmarkets.com CANDLESTICKS TECHNICAL ANALYSIS Contents Risk Warning ..................................................................................................................................... 2 What are Candlesticks? ...................................................................................................................... 3 Why do Candlesticks Work? ............................................................................................................. 5 What are Candlesticks? ...................................................................................................................... 6 Doji .................................................................................................................................................... 6 Hammer.............................................................................................................................................. 7 Hanging Man ..................................................................................................................................... 8 Shooting Star ...................................................................................................................................... 8 Checkmate.......................................................................................................................................... 9 Evening Star .................................................................................................................................... -
© 2012, Bigtrends
1 © 2012, BigTrends Congratulations! You are now enhancing your quest to become a successful trader. The tools and tips you will find in this technical analysis primer will be useful to the novice and the pro alike. While there is a wealth of information about trading available, BigTrends.com has put together this concise, yet powerful, compilation of the most meaningful analytical tools. You’ll learn to create and interpret the same data that we use every day to make trading recommendations! This course is designed to be read in sequence, as each section builds upon knowledge you gained in the previous section. It’s also compact, with plenty of real life examples rather than a lot of theory. While some of these tools will be more useful than others, your goal is to find the ones that work best for you. Foreword Technical analysis. Those words have come to have much more meaning during the bear market of the early 2000’s. As investors have come to realize that strong fundamental data does not always equate to a strong stock performance, the role of alternative methods of investment selection has grown. Technical analysis is one of those methods. Once only a curiosity to most, technical analysis is now becoming the preferred method for many. But technical analysis tools are like fireworks – dangerous if used improperly. That’s why this book is such a valuable tool to those who read it and properly grasp the concepts. The following pages are an introduction to many of our favorite analytical tools, and we hope that you will learn the ‘why’ as well as the ‘what’ behind each of the indicators. -
How to Day Trade Using the ARMS Index
How to Day Trade Using the ARMS Index ARMS Index – Brief Overview The Arms index is a market breadth indicator used mostly by active traders to forecast intraday price movements. The Arms index was developed by Richard Arms in the 1960’s and is commonly referred to as the TRIN, which stands forTr ading Index. The TRIN or Arms index determines the strength of the market by taking into account the relationship between advancers, declineers, and their respective volume. In theory, if there is broad market strength – all boats rise. Conversely, if the broad market is tanking, stocks are likely going lower on the sh0rt-term. In this article, you will learn key factors and strategies for how to use the Arms Index to help with your trading. 4 Quick Things to Know About the ARMs Index #1 – Understanding the Arms Index (TRIN) For all its complexity in terms of number of calculations performed in real-time, the Arms Index is pretty simple to visually understand. The indicator fluctuates around the zero-line. Depending on where the TRIN indicator is relative to the zero-line, the market can be viewed as either overbought or oversold. In this regard, the Arms index is similar to other oscillators in that it fluctuates around fixed values and provides overbought and oversold conditions. One of the most important aspects of the TRIN/Arms index is that it not only shows how many stocks are advancing and declining but also includes volume which brings additional confidence to signals. Think about it, would you want to take a buy or sell signal if a stock is up 100% on 100 shares? I know this is an extreme example, but imagine if a few thinly traded stocks had the ability to wildly swing the values on the Arms Index.