Intermediate Level EASYWAYLEARN ACADEMY SAHALSOFTWARE – SAHAL UNIVERSITY
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Predicting SARS-Cov-2 Infection Trend Using Technical Analysis Indicators
medRxiv preprint doi: https://doi.org/10.1101/2020.05.13.20100784; this version posted May 20, 2020. The copyright holder for this preprint (which was not certified by peer review) is the author/funder, who has granted medRxiv a license to display the preprint in perpetuity. All rights reserved. No reuse allowed without permission. Predicting SARS-CoV-2 infection trend using technical analysis indicators Marino Paroli and Maria Isabella Sirinian Department of Clinical, Anesthesiologic and Cardiovascular Sciences, Sapienza University of Rome, Italy ABSTRACT COVID-19 pandemic is a global emergency caused by SARS-CoV-2 infection. Without efficacious drugs or vaccines, mass quarantine has been the main strategy adopted by governments to contain the virus spread. This has led to a significant reduction in the number of infected people and deaths and to a diminished pressure over the health care system. However, an economic depression is following due to the forced absence of worker from their job and to the closure of many productive activities. For these reasons, governments are lessening progressively the mass quarantine measures to avoid an economic catastrophe. Nevertheless, the reopening of firms and commercial activities might lead to a resurgence of infection. In the worst-case scenario, this might impose the return to strict lockdown measures. Epidemiological models are therefore necessary to forecast possible new infection outbreaks and to inform government to promptly adopt new containment measures. In this context, we tested here if technical analysis methods commonly used in the financial market might provide early signal of change in the direction of SARS-Cov-2 infection trend in Italy, a country which has been strongly hit by the pandemic. -
A Test of Macd Trading Strategy
A TEST OF MACD TRADING STRATEGY Bill Huang Master of Business Administration, University of Leicester, 2005 Yong Soo Kim Bachelor of Business Administration, Yonsei University, 200 1 PROJECT SUBMITTED IN PARTIAL FULFILLMENT OF THE REQUIREMENTS FOR THE DEGREE OF MASTER OF BUSINESS ADMINISTRATION In the Faculty of Business Administration Global Asset and Wealth Management MBA O Bill HuangIYong Soo Kim 2006 SIMON FRASER UNIVERSITY Fall 2006 All rights reserved. This work may not be reproduced in whole or in part, by photocopy or other means, without permission of the author. APPROVAL Name: Bill Huang 1 Yong Soo Kim Degree: Master of Business Administration Title of Project: A Test of MACD Trading Strategy Supervisory Committee: Dr. Peter Klein Senior Supervisor Professor, Faculty of Business Administration Dr. Daniel Smith Second Reader Assistant Professor, Faculty of Business Administration Date Approved: SIMON FRASER . UNI~ER~IW~Ibra ry DECLARATION OF PARTIAL COPYRIGHT LICENCE The author, whose copyright is declared on the title page of this work, has granted to Simon Fraser University the right to lend this thesis, project or extended essay to users of the Simon Fraser University Library, and to make partial or single copies only for such users or in response to a request from the library of any other university, or other educational institution, on its own behalf or for one of its users. The author has further granted permission to Simon Fraser University to keep or make a digital copy for use in its circulating collection (currently available to the public at the "lnstitutional Repository" link of the SFU Library website <www.lib.sfu.ca> at: ~http:llir.lib.sfu.calhandlell8921112~)and, without changing the content, to translate the thesislproject or extended essays, if .technically possible, to any medium or format for the purpose of preservation of the digital work. -
Finance Feature
finance feature by Douglas Carlsen, DDS Face it: dentists are competitive and compulsive. We have to be to perform the miracles of our daily work. When I tell the average person that tooth “preparation” is performed with a drill running at 400,000rpm on a moving target within 1/16 inch or less of the nerve 90 percent of the time, I often hear, “No wonder you guys scare me to death!” With that compulsive drive comes the idea that we can invest smarter than the average Joe. Yet, according to noted author Larry Swedroe: “…the purchase by investors of individ- ual stocks… would seem to be the ultimate in controlling your own portfolio. However, in pursuing this course, you create two problems. First, you likely cannot achieve the extensive diversification that the use of mutual funds accomplishes. Second, the evidence tells us that individual investors who select their own stocks underperform appropriate benchmarks by significant margins.”1 Financial planners who utilize academic-based strategy agree that individuals cause little damage by actively trading a small portion of the portfolio (five to 10 percent) as long as the great bulk of one’s investments are in passive index funds. Nevertheless, many doctors choose to actively trade a significant portion of their funds. Since many of you will or already have taken the trading plunge, let’s examine the basics, then hear comments from a dentist who has done well since 2001 with active trading. Active traders normally use fundamental analysis or technical analysis, and often both. 1. Larry Swedroe, Investment Mistakes Even Smart Investors Make, McGraw Hill, 2012, p.24. -
A Guide to WL Indicators
A GUIDE TO WL INDICATORS GETTING TECHNICAL ABOUT TRADING: USING EIGHT COMMON INDICATORS TO How is it different from other MAs? MAKE SENSE OF TRADING While other MA calculations may weigh price or time frame differently, the SMA is calculated by weighing the closing prices equally. What’s a technical indicator and why should I use them? Traders usually use more than one SMA to determine market momentum; when an SMA with a short- term time What’s the market going to do next? It is a question that’s almost always on traders’ minds. Over time, traders period (for instance, a 15-day SMA) crosses above an SMA with a long-term time frame (a 50-day SMA), it usually have looked at price movements on charts and struggled to make sense of the ups, downs, and sometimes means that the market is in an uptrend. sideways movements of a particular market. When an SMA with a shorter time period crosses below an SMA with a longer time period, it usually means That’s given rise to technical indicators - a set of tools that use the real-time market moves of an instrument to that the market is in a downtrend. Traders also use SMAs to detect areas of support when a trend changes give traders a sense of what the market will do next. There are hundreds of different indicators that traders can direction. Generally, an SMA with a longer time period identifies a stronger level of support. use, but whether you’re a new trader or an old hand at it, you need to know how to pick one, how to adjust its settings, and when to act on its signals. -
Trading System Development David Francis Zielinski Worcester Polytechnic Institute
Worcester Polytechnic Institute Digital WPI Interactive Qualifying Projects (All Years) Interactive Qualifying Projects June 2017 Trading System Development David Francis Zielinski Worcester Polytechnic Institute Muhaimin Islam Worcester Polytechnic Institute Obianuli Ebubechukwu Obiora Worcester Polytechnic Institute Follow this and additional works at: https://digitalcommons.wpi.edu/iqp-all Repository Citation Zielinski, D. F., Islam, M., & Obiora, O. E. (2017). Trading System Development. Retrieved from https://digitalcommons.wpi.edu/iqp- all/1892 This Unrestricted is brought to you for free and open access by the Interactive Qualifying Projects at Digital WPI. It has been accepted for inclusion in Interactive Qualifying Projects (All Years) by an authorized administrator of Digital WPI. For more information, please contact [email protected]. Trading System Development An Interactive Qualifying Project Submitted to the Faculty Of In Partial Fulfillment of the requirements for the Degree of Bachelor of Science By: David Zielinski Obi Obiora Muhaiman Islam Submitted to: Professors Michael Radzicki Fred Hutson 1 Abstract: 4 Chapter 1: 5 Introduction 5 Chapter 2: 7 Trading and Investing 7 Pros and Cons 8 Day Trading Pros and Cons 9 Swing Trading Pros and Cons 11 Pros 11 Cycle and Trend 12 Four Asset Classes and Inter Market Analysis 14 Equities: 14 Currencies: 15 Commodities: 15 Intermarket Analysis: 17 How Businesses Respond to the Business Cycle 18 Advantages and Disadvantages 19 Taxing Asset Classes: 20 Account Requirements and Position -
© 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. -
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. -
A Linear Process Approach to Short-Term Trading Using the VIX Index As a Sentiment Indicator
Preprints (www.preprints.org) | NOT PEER-REVIEWED | Posted: 29 July 2021 Article A Linear Process Approach to Short-term Trading Using the VIX Index as a Sentiment Indicator Yawo Mamoua Kobara 1,‡ , Cemre Pehlivanoglu 2,‡* and Okechukwu Joshua Okigbo 3,‡ 1 Western University; [email protected] 2 Cidel Financial Services; [email protected] 3 WorldQuant University; [email protected] * Correspondence: [email protected] ‡ These authors contributed equally to this work. 1 Abstract: One of the key challenges of stock trading is the stock prices follow a random walk 2 process, which is a special case of a stochastic process, and are highly sensitive to new information. 3 A random walk process is difficult to predict in the short-term. Many linear process models that 4 are being used to predict financial time series are structural models that provide an important 5 decision boundary, albeit not adequately considering the correlation or causal effect of market 6 sentiment on stock prices. This research seeks to increase the predictive capability of linear process 7 models using the SPDR S&P 500 ETF (SPY) and the CBOE Volatility (VIX) Index as a proxy for 8 market sentiment. Three econometric models are considered to forecast SPY prices: (i) Auto 9 Regressive Integrated Moving Average (ARIMA), (ii) Generalized Auto Regressive Conditional 10 Heteroskedasticity (GARCH), and (iii) Vector Autoregression (VAR). These models are integrated 11 into two technical indicators, Bollinger Bands and Moving Average Convergence Divergence 12 (MACD), focusing on forecast performance. The profitability of various algorithmic trading 13 strategies are compared based on a combination of these two indicators. -
Technical Indicators Defined & Explained
Technical Indicators Defined & Explained A guide to understanding and applying the most popular technical indicators by BDSwiss Trading Academy Any information appearing on this graph or text is based solely on reasonable assumptions and does not December 2020 represent a reliable indication of future performance, nor does it represent a recommendation for trading decisions. Index Page 01 RSI - Relative Strength Index 03 02 Average Directional Index 07 03 Parabolic SAR 10 04 Moving Average Convergence and Divergence MACD 13 05 Bollinger Bands® 16 06 Linearly Weighted Moving Average 19 07 Exponential Moving Average 22 08 Simple Moving Average 25 09 Stochastic Oscillator 28 Any information appearing on this graph or text is based solely on reasonable assumptions and does not represent a reliable indication of future performance, nor does it represent a recommendation for trading decisions. 2 01 RSI Relative Strength Index Any information appearing on this graph or text is based solely on reasonable assumptions and does not represent a reliable indication of future performance, nor does it represent a recommendation for trading decisions. 3 Indicator Profile • RSI was developed in 1978 by J. Welles Wilder Jr. • It is among the most widely used trading indicators in technical analysis. • RSI is a momentum indicator, which means it helps measure the velocity of a particular assets price changes. • In its initial form, the RSI was designed for stock trading. As it started proving efficient, traders began applying it to other assets as well. The Relative Strength Index is an indicator that helps traders capture market momentum by measuring the magnitude of price fluctuations. -
Timeframeset
QuantShare Programming Language Table of contents 1. QuantShare Language 1.1 Application Info 1.1.1 NbGroups 1.1.2 NbIndexes 1.1.3 NbIndustries 1.1.4 NbInGroup 1.1.5 NbInIndex 1.1.6 NbInIndustry 1.1.7 NbInMarket 1.1.8 NbInSector 1.1.9 NbMarkets 1.1.10 NbSectors 1.2 Candlestick Pattern 1.2.1 Cdl2crows (0) 1.2.2 Cdl2crows (1) 1.2.3 Cdl3blackcrows (0) 1.2.4 Cdl3blackcrows (1) 1.2.5 Cdl3inside (0) 1.2.6 Cdl3inside (1) 1.2.7 Cdl3linestrike (0) 1.2.8 Cdl3linestrike (1) 1.2.9 Cdl3outside (0) 1.2.10 Cdl3outside (1) 1.2.11 Cdl3staRsinsouth (0) 1.2.12 Cdl3staRsinsouth (1) 1.2.13 Cdl3whitesoldiers (0) 1.2.14 Cdl3whitesoldiers (1) 1.2.15 CdlAbandonedbaby (0) 1.2.16 CdlAbandonedbaby (1) 1.2.17 CdlAdvanceblock (0) 1.2.18 CdlAdvanceblock (1) 1.2.19 CdlBelthold (0) 1.2.20 CdlBelthold (1) 1.2.21 CdlBreakaway (0) 1.2.22 CdlBreakaway (1) 1.2.23 CdlClosingmarubozu (0) 1.2.24 CdlClosingmarubozu (1) 1.2.25 CdlConcealbabyswall (0) 1.2.26 CdlConcealbabyswall (1) 1.2.27 CdlCounterattack (0) 1.2.28 CdlCounterattack (1) 1.2.29 CdlDarkcloudcover (0) 1.2.30 CdlDarkcloudcover (1) 1.2.31 CdlDoji (0) 1.2.32 CdlDoji (1) 1.2.33 CdlDojistar (0) 1.2.34 CdlDojistar (1) 1.2.35 CdlDragonflydoji (0) 1.2.36 CdlDragonflydoji (1) 1.2.37 CdlEngulfing (0) 1.2.38 CdlEngulfing (1) 1.2.39 CdlEveningdojistar (0) 1.2.40 CdlEveningdojistar (1) 1.2.41 CdlEveningstar (0) 1.2.42 CdlEveningstar (1) 1.2.43 CdlGapsidesidewhite (0) 1.2.44 CdlGapsidesidewhite (1) 1.2.45 CdlGravestonedoji (0) 1.2.46 CdlGravestonedoji (1) 1.2.47 CdlHammer (0) 1.2.48 CdlHammer (1) 1.2.49 CdlHangingman (0) 1.2.50 -
Technical Indicators Defined & Explained
Technical Indicators Defined & Explained A guide to understanding and applying the most popular technical indicators by BDSwiss Trading Academy Any information appearing on this graph or text is based solely on reasonable assumptions and does not December 2020 represent a reliable indication of future performance, nor does it represent a recommendation for trading decisions. Index Page 01 RSI - Relative Strength Index 03 02 Average Directional Index 07 03 Parabolic SAR 10 04 Moving Average Convergence and Divergence MACD 13 05 Bollinger Bands® 16 06 Linearly Weighted Moving Average 19 07 Exponential Moving Average 22 08 Simple Moving Average 25 09 Stochastic Oscillator 28 Any information appearing on this graph or text is based solely on reasonable assumptions and does not represent a reliable indication of future performance, nor does it represent a recommendation for trading decisions. 2 01 RSI Relative Strength Index Any information appearing on this graph or text is based solely on reasonable assumptions and does not represent a reliable indication of future performance, nor does it represent a recommendation for trading decisions. 3 Indicator Profile • RSI was developed in 1978 by J. Welles Wilder Jr. • It is among the most widely used trading indicators in technical analysis. • RSI is a momentum indicator, which means it helps measure the velocity of a particular assets price changes. • In its initial form, the RSI was designed for stock trading. As it started proving efficient, traders began applying it to other assets as well. The Relative Strength Index is an indicator that helps traders capture market momentum by measuring the magnitude of price fluctuations. -
By the Wall Street Daily Research Team the 3 BEST TECHNICAL INDICATORS on EARTH
by The Wall Street Daily Research Team THE 3 BEST TECHNICAL INDICATORS ON EARTH “Those who cannot remember the past are condemned to repeat it.” This oft-quoted warning also forms the basis for technical analysis. Only I’d tweak it to say, “Those who do remember the past are likely to profit from it.” THAT’S TECHNICAL ANALYSIS IN A NUTSHELL. After all, technical analysis is based on the idea that all the information is represented in price and volume. So by comparing what’s happening in the market today to what’s happened in the past, you can tell what will (most likely) occur in the future. The Three Best Technical Indicators on Earth How to Start Killing the Market and Never Look Back 2 In other words, while fundamental analysis involves screening businesses’ balance sheets, earnings reports and economic conditions to try to predict stock returns, technical analysis relies on the participants in the market to distill all that information into meaningful data. And by watching price and volume, you can interpret the emotions driving the market. Some believe that technical analysis is simply about drawing lines on a chart – and that it’s essentially the equivalent of Hogwash!financial astrology. Granted, some methods have failed to produce real returns. And I agree that not all technical indicators are worthy of your attention. That’s why it’s important to focus only on the key indicators that have proven successful – time after time. Lucky for you, we’ve found the top three, best of breed, technical rundown of each… indicators that you can use to maximize your profits.