True Support and Resistance
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Technical Analysis, Liquidity, and Price Discovery∗
Technical Analysis, Liquidity, and Price Discovery∗ Felix Fritzy Christof Weinhardtz Karlsruhe Institute of Technology Karlsruhe Institute of Technology This version: 27.08.2016 Abstract Academic literature suggests that Technical Analysis (TA) plays a role in the decision making process of some investors. If TA traders act as uninformed noise traders and generate a relevant amount of trading volume, market quality could be affected. We analyze moving average (MA) trading signals as well as support and resistance levels with respect to market quality and price efficiency. For German large-cap stocks we find excess liquidity demand around MA signals and high limit order supply on support and resistance levels. Depending on signal type, spreads increase or remain unaffected which contra- dicts the mitigating effect of uninformed TA trading on adverse selection risks. The analysis of transitory and permanent price components demonstrates increasing pricing errors around TA signals, while for MA permanent price changes tend to increase of a larger magnitude. This suggests that liquidity demand in direction of the signal leads to persistent price deviations. JEL Classification: G12, G14 Keywords: Technical Analysis, Market Microstructure, Noise Trading, Liquidity ∗Financial support from Boerse Stuttgart is gratefully acknowledged. The Stuttgart Stock Exchange (Boerse Stuttgart) kindly provided us with databases. The views expressed here are those of the authors and do not necessarily represent the views of the Boerse Stuttgart Group. yE-mail: [email protected]; Karlsruhe Institute of Technology, Research Group Financial Market Innovation, Englerstrasse 14, 76131 Karlsruhe, Germany. zE-mail: [email protected]; Karlsruhe Institute of Technology, Institute of Information System & Marketing, Englerstrasse 14, 76131 Karlsruhe, Germany. -
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 .................................................................................................................................... -
Investing with Volume Analysis
Praise for Investing with Volume Analysis “Investing with Volume Analysis is a compelling read on the critical role that changing volume patterns play on predicting stock price movement. As buyers and sellers vie for dominance over price, volume analysis is a divining rod of profitable insight, helping to focus the serious investor on where profit can be realized and risk avoided.” —Walter A. Row, III, CFA, Vice President, Portfolio Manager, Eaton Vance Management “In Investing with Volume Analysis, Buff builds a strong case for giving more attention to volume. This book gives a broad overview of volume diagnostic measures and includes several references to academic studies underpinning the importance of volume analysis. Maybe most importantly, it gives insight into the Volume Price Confirmation Indicator (VPCI), an indicator Buff developed to more accurately gauge investor participation when moving averages reveal price trends. The reader will find out how to calculate the VPCI and how to use it to evaluate the health of existing trends.” —Dr. John Zietlow, D.B.A., CTP, Professor of Finance, Malone University (Canton, OH) “In Investing with Volume Analysis, the reader … should be prepared to discover a trove of new ground-breaking innovations and ideas for revolutionizing volume analysis. Whether it is his new Capital Weighted Volume, Trend Trust Indicator, or Anti-Volume Stop Loss method, Buff offers the reader new ideas and tools unavailable anywhere else.” —From the Foreword by Jerry E. Blythe, Market Analyst, President of Winthrop Associates, and Founder of Blythe Investment Counsel “Over the years, with all the advancements in computing power and analysis tools, one of the most important tools of analysis, volume, has been sadly neglected. -
Identifying Chart Patterns with Technical Analysis
746652745 A Fidelity Investments Webinar Series Identifying chart patterns with technical analysis BROKERAGE: TECHNICAL ANALYSIS BROKERAGE: TECHNICAL ANALYSIS Important Information Any screenshots, charts, or company trading symbols mentioned are provided for illustrative purposes only and should not be considered an offer to sell, a solicitation of an offer to buy, or a recommendation for the security. Investing involves risk, including risk of loss. Past performance is no guarantee of future results Stop loss orders do not guarantee the execution price you will receive and have additional risks that may be compounded in pe riods of market volatility. Stop loss orders could be triggered by price swings and could result in an execution well below your trigg er price. Trailing stop orders may have increased risks due to their reliance on trigger pricing, which may be compounded in periods of market volatility, as well as market data and other internal and external system factors. Trailing stop orders are held on a separat e, internal order file, place on a "not held" basis and only monitored between 9:30 AM and 4:00 PM Eastern. Technical analysis focuses on market action – specifically, volume and price. Technical analysis is only one approach to analyzing stocks. When considering which stocks to buy or sell, you should use the approach that you're most comfortable with. As with all your investments, you must make your own determination as to whether an investment in any particular security or securities is right for you based on your investment objectives, risk tolerance, and financial situation. Past performance is no guarantee of future results. -
Technical-Analysis-Bloomberg.Pdf
TECHNICAL ANALYSIS Handbook 2003 Bloomberg L.P. All rights reserved. 1 There are two principles of analysis used to forecast price movements in the financial markets -- fundamental analysis and technical analysis. Fundamental analysis, depending on the market being analyzed, can deal with economic factors that focus mainly on supply and demand (commodities) or valuing a company based upon its financial strength (equities). Fundamental analysis helps to determine what to buy or sell. Technical analysis is solely the study of market, or price action through the use of graphs and charts. Technical analysis helps to determine when to buy and sell. Technical analysis has been used for thousands of years and can be applied to any market, an advantage over fundamental analysis. Most advocates of technical analysis, also called technicians, believe it is very likely for an investor to overlook some piece of fundamental information that could substantially affect the market. This fact, the technician believes, discourages the sole use of fundamental analysis. Technicians believe that the study of market action will tell all; that each and every fundamental aspect will be revealed through market action. Market action includes three principal sources of information available to the technician -- price, volume, and open interest. Technical analysis is based upon three main premises; 1) Market action discounts everything; 2) Prices move in trends; and 3) History repeats itself. This manual was designed to help introduce the technical indicators that are available on The Bloomberg Professional Service. Each technical indicator is presented using the suggested settings developed by the creator, but can be altered to reflect the users’ preference. -
Technical Analysis: Technical Indicators
Chapter 2.3 Technical Analysis: Technical Indicators 0 TECHNICAL ANALYSIS: TECHNICAL INDICATORS Charts always have a story to tell. However, from time to time those charts may be speaking a language you do not understand and you may need some help from an interpreter. Technical indicators are the interpreters of the Forex market. They look at price information and translate it into simple, easy-to-read signals that can help you determine when to buy and when to sell a currency pair. Technical indicators are based on mathematical equations that produce a value that is then plotted on your chart. For example, a moving average calculates the average price of a currency pair in the past and plots a point on your chart. As your currency chart moves forward, the moving average plots new points based on the updated price information it has. Ultimately, the moving average gives you a smooth indication of which direction the currency pair is moving. 1 2 Each technical indicator provides unique information. You will find you will naturally gravitate toward specific technical indicators based on your TRENDING INDICATORS trading personality, but it is important to become familiar with all of the Trending indicators, as their name suggests, identify and follow the trend technical indicators at your disposal. of a currency pair. Forex traders make most of their money when currency pairs are trending. It is therefore crucial for you to be able to determine You should also be aware of the one weakness associated with technical when a currency pair is trending and when it is consolidating. -
Market Analysis Technical Handbook Maryann [email protected] Fred Meissner, Jr
Concepts in technical analysis Technical Analysis Market Analysis | United States 18 July 2007 A Handbook of the basics Mary Ann Bartels +1 212 449 8038 Technical Research Analyst MLPF&S Market Analysis Technical Handbook [email protected] Fred Meissner, Jr. CMT +1 212 449 2603 Technical Research Analyst We cover the basics of Trend, Momentum and other MLPF&S technical indicators and methods [email protected] Table of Contents Introduction 3 Trends 5 Price Momentum Indicators 14 Reversals 17 The Importance of Volume 24 Support and Resistance 28 Market Breadth 31 Market Sentiment 39 The Fibonacci Concept 43 Putting It Together 49 Merrill Lynch does and seeks to do business with companies covered in its research reports. As a result, investors should be aware that the firm may have a conflict of interest that could affect the objectivity of this report. Investors should consider this report as only a single factor in making their investment decision. Refer to important disclosures on page 53. 10633344 Concepts in technical analysis 18 July 2007 Contents Introduction 3 Trends 5 Price Momentum Indicators 14 Reversals 17 The Importance of Volume 24 Support and Resistance 28 Market Breadth 31 Market Sentiment 39 The Fibonacci Concept 43 Putting It Together 49 2 Concepts in technical analysis 18 July 2007 Introduction Price action of stocks, or financial markets in general, is a reflection of human nature. Price trends seem to be determined by investors’ decisions in response to a complex mix of psychological, sociological, political, economic and monetary factors. Technical analysis attempts to measure the strength of these trends and to forewarn of potential changes in these trends. -
Classic Patterns
CLASSIC PATTERNS TABLE OF CONTENTS Classic Patterns . Bullish Patterns: …………………………………………………………………………………………………………. 1 Ascending Continuation Triangle…………………………………………………………………….. 2 Bottom Triangle – Bottom Wedge…………………………………………………………………… 5 Continuation Diamond (Bullish) ……………………………………………………………………… 9 Continuation Wedge (Bullish) …………………………………………………………………………. 11 . Diamond Bottom…………………………………………………………………………………………….. 13 Double Bottom……………………………………………………………………………………………….. 15 Flag (Bullish) …………………………………………………………………………………………………… 19 . Head and Shoulders Bottom……………………………………………………………………………. 22 Megaphone Bottom………………………………………………………………………………………… 27 Pennant (Bullish) ……………………………………………………………………………………………. 28 Symmetrical Continuation Triangle (Bullish) …………………………………………………… 31 Triple Bottom………………………………………………………………………………………………….. 35 Upside Breakout……………………………………………………………………………………………… 39 Rounded Bottom…………………………………………………………………………………………….. 42 . Bearish Patterns…………………………………………………………………………………………………………. 45 Continuation Diamond (Bearish) …………………………………………………………………….. 46 Continuation Wedge (Bearish) ……………………………………………………………………….. 48 Descending Continuation Triangle…………………………………………………………………… 50 Diamond top…………………………………………………………………………………………………… 53 Double Top (Bearish) ……………………………………………………………………………………… 55 Downside Breakout…………………………………………………………………………………………. 60 Flag (Bearish) ………………………………………………………………………………………………….. 62 . Head and Shoulders top (Bearish) ………………………………………………………………….. 65 Megaphone Top……………………………………………………………………………………………… 71 Pennant -
Understanding Classic Chart Patterns Recognia Inc
Understanding Classic Chart Patterns Recognia Inc. www.recognia.com 2009 ©Copyright Recognia Inc. Table of Contents Introduction ................................................................................................................................................................3 Head and Shoulders Top ...........................................................................................................................................5 Head and Shoulders Bottom .................................................................................................................................. 10 Symmetrical Triangle .............................................................................................................................................. 15 Ascending Triangle ................................................................................................................................................. 21 Descending Triangle ............................................................................................................................................... 27 Double Tops ............................................................................................................................................................. 33 Double Bottoms ....................................................................................................................................................... 38 Triple Top ................................................................................................................................................................ -
Predicting Support and Resistance Indicators for Stock Market with Fibonacci Sequence in Long Short-Term Memory
Journal of Computer Science Original Research Paper Predicting Support and Resistance Indicators for Stock Market with Fibonacci Sequence in Long Short-Term Memory 1Thambusamy Velmurugan and 2Thiruvalluvan Indhumathy 1Department of Computer Applications, D.G. Vaishnav College, Chennai, India 2Department of Computer Applications, D. G. Vaishnav College, Chennai-600106, Tamil Nadu India, India Article history Abstract: Predictive data analytics is a branch of data analytics where Received: 30-08-2020 models are designed that effectively interpret; anticipate outcomes by Revised: 26-10-2020 analyzing present data to make predictions about future. One of the major Accepted: 28-10-2020 attributes for prediction is time and there have been a considerable number of time series analytical models that are used for forecasting. Long Short- Corresponding Author: Thambusamy Velmurugan Term Memory (LSTM) is a deep learning model which is used as a time Department of Computer series model and this research work had made an attempt to apply Science, D.G. Vaishnav Fibonacci sequence for retracement of the support and resistance levels, one College, India of the commonly used trend indicators and used LSTM for predicting those Email: [email protected] levels. These levels help identify the uptrend or downtrend that decide the buying or holding of shares. For this purpose, datasets from financial sector was taken and split into 80% of training data and 20% of testing data for the analysis. The source of these datasets is Kaggle and each of these dataset has a total of 5021 instances from January 2000 till February 2020. Scaling of data was done, retracement of values using three Fibonacci percentages along with the starting and ending level was applied using the LSTM network. -
Harmonic Patterns
Legal Notices and Disclaimer: Trade Chart Patterns Like The Pros - 2007 ALL RIGHTS RESERVED No part of this book may be reproduced or transmitted without the express written consent of the author and the publisher. This book relies on sources and information reasonably believed to be accurate, but neither the author nor publisher guarantees accuracy or completeness. Trading is risky. You are 100% responsible for your own trading. The author, Suri Duddella, specifically disclaims any and all express and implied warranties. Your trades may entail substantial loss. Nothing in this book should be construed as a recommendation to buy or sell any security or other instrument, or a determination that any trade is suitable for you. The examples in this book could be considered hypothetical trades. The CFTC warns that: HYPOTHETICAL PERFORMANCE RESULTS HAVE MANY INHERENT LIMITATIONS, SOME OF WHICH ARE DESCRIBED BELOW. NO REPRESENTATION IS BEING MADE THAT AlVY ACCOUNT WILL OR IS LIKELY TO ACHIEVE PROFITS OR LOSSES SIMILAR TO THOSE SHOWN. IN FACT, THERE ARE FREQUENTLY SHARP DIFFERENCES BETWEEN HYPOTHETICAL PERFORMANCE RESULTS AND THE ACTUAL RESULTS SUBSEQUENTLY ACHIEVED BY ANY PARTICULAR TRADING PROGRAM. ONE OF THE LIMITATIONS OF HYPOTHETICAL PERFORMANCE RESULTS IS THAT THEY ARE GENERALLY PREPARED WITH THE BENEFIT OF HINDSIGHT. IN ADDITION, HYPOTHETICAL TRADING DOES NOT INVOLVE FINANCIAL RISK, AND NO HYPOTHETICAL TRADING RECORD CAN COMPLETELY ACCOUNT FOR THE IMPACT OF FINANCIAL RISK IN ACTUAL TRADING. FOR EXAMPLE, THE ABILITY TO WITHSTAND LOSSES OR TO ADHERE TO A PARTICULAR TRADING PROGRAM IN SPITE OF TRADING LOSSES ARE MATERIAL POINTS WHICH CAN ALSO ADVERSELY AFFECT ACTUAL TRADING RESULTS. -
About the Macro
Bloomberg Commodity Outlook – November 2019 Edition Bloomberg Terminal Bloomberg Commodity Index (BCOM) Indices All About the Macro ‒ We're All Macro Traders Now; It's Not Favorable for Commodities ‒ Stocks Need to Keep Rocking for Crude to Avoid Sub-$50 Support ‒ Crude Oil and Natural Gas Downward-Price Risks vs. Backwardation ‒ Gold, Precious Metals Are Sustaining the Upper Hand vs. Copper ‒ Vulnerable Within Bear Markets: Copper and Industrial Metals ‒ Macro at Forefront of Bottoming Agriculture vs. the Greenback CONTENTS 02 Broad Market Outlook 03 Energy 07 Metals 11 Agriculture DATA 14 Performance 18 Curve Analysis 21 Market Flows 24 Performance 1 Bloomberg Commodity Outlook – November 2019 Edition Bloomberg Commodity Index (BCOM) Data and outlook as of Octomber 31 Learn more about Bloomberg Indices Mike McGlone – BI Senior Commodity Strategist BI COMD (the commodity dashboard) Note ‐ Click on graphics to get to the Bloomberg terminal We're All Macro Traders Now; It's Not Favorable for As Elevated as It Gets: Commodity Risk vs. Stocks Commodities Performance: Oct. +2.0%, 2019 +5.2%, Spot +7.4%. (Returns are total return (TR) unless noted) (Bloomberg Intelligence) -- Gold and precious metals will maintain the upper hand vs. broad commodity performance, in our view. Expecting an abrupt reversal in deteriorating macroeconomic conditions should be fleeting vs. acknowledging the trends and acting accordingly until a substantial force, lower prices or enough time has passed to warrant a recovery. Sellers on rallies in the more economy- sensitive commodities -- crude oil and copper -- remain dominant. Unfavorable demand vs. supply and technical indicators leave broad commodities propped up by the resilient stock market and central-bank easing, elevating risks What's more typical is a shakeout, allowing asset-class to wobbly equities.