Spread Options, Exchange Options and Arithmetic Brownian Motion
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Machine Learning Based Intraday Calibration of End of Day Implied Volatility Surfaces
DEGREE PROJECT IN MATHEMATICS, SECOND CYCLE, 30 CREDITS STOCKHOLM, SWEDEN 2020 Machine Learning Based Intraday Calibration of End of Day Implied Volatility Surfaces CHRISTOPHER HERRON ANDRÉ ZACHRISSON KTH ROYAL INSTITUTE OF TECHNOLOGY SCHOOL OF ENGINEERING SCIENCES Machine Learning Based Intraday Calibration of End of Day Implied Volatility Surfaces CHRISTOPHER HERRON ANDRÉ ZACHRISSON Degree Projects in Mathematical Statistics (30 ECTS credits) Master's Programme in Applied and Computational Mathematics (120 credits) KTH Royal Institute of Technology year 2020 Supervisor at Nasdaq Technology AB: Sebastian Lindberg Supervisor at KTH: Fredrik Viklund Examiner at KTH: Fredrik Viklund TRITA-SCI-GRU 2020:081 MAT-E 2020:044 Royal Institute of Technology School of Engineering Sciences KTH SCI SE-100 44 Stockholm, Sweden URL: www.kth.se/sci Abstract The implied volatility surface plays an important role for Front office and Risk Manage- ment functions at Nasdaq and other financial institutions which require mark-to-market of derivative books intraday in order to properly value their instruments and measure risk in trading activities. Based on the aforementioned business needs, being able to calibrate an end of day implied volatility surface based on new market information is a sought after trait. In this thesis a statistical learning approach is used to calibrate the implied volatility surface intraday. This is done by using OMXS30-2019 implied volatil- ity surface data in combination with market information from close to at the money options and feeding it into 3 Machine Learning models. The models, including Feed For- ward Neural Network, Recurrent Neural Network and Gaussian Process, were compared based on optimal input and data preprocessing steps. -
VERTICAL SPREADS: Taking Advantage of Intrinsic Option Value
Advanced Option Trading Strategies: Lecture 1 Vertical Spreads – The simplest spread consists of buying one option and selling another to reduce the cost of the trade and participate in the directional movement of an underlying security. These trades are considered to be the easiest to implement and monitor. A vertical spread is intended to offer an improved opportunity to profit with reduced risk to the options trader. A vertical spread may be one of two basic types: (1) a debit vertical spread or (2) a credit vertical spread. Each of these two basic types can be written as either bullish or bearish positions. A debit spread is written when you expect the stock movement to occur over an intermediate or long- term period [60 to 120 days], whereas a credit spread is typically used when you want to take advantage of a short term stock price movement [60 days or less]. VERTICAL SPREADS: Taking Advantage of Intrinsic Option Value Debit Vertical Spreads Bull Call Spread During March, you decide that PFE is going to make a large up move over the next four months going into the Summer. This position is due to your research on the portfolio of drugs now in the pipeline and recent phase 3 trials that are going through FDA approval. PFE is currently trading at $27.92 [on March 12, 2013] per share, and you believe it will be at least $30 by June 21st, 2013. The following is the option chain listing on March 12th for PFE. View By Expiration: Mar 13 | Apr 13 | May 13 | Jun 13 | Sep 13 | Dec 13 | Jan 14 | Jan 15 Call Options Expire at close Friday, -
A Glossary of Securities and Financial Terms
A Glossary of Securities and Financial Terms (English to Traditional Chinese) 9-times Restriction Rule 九倍限制規則 24-spread rule 24 個價位規則 1 A AAAC see Academic and Accreditation Advisory Committee【SFC】 ABS see asset-backed securities ACCA see Association of Chartered Certified Accountants, The ACG see Asia-Pacific Central Securities Depository Group ACIHK see ACI-The Financial Markets of Hong Kong ADB see Asian Development Bank ADR see American depositary receipt AFTA see ASEAN Free Trade Area AGM see annual general meeting AIB see Audit Investigation Board AIM see Alternative Investment Market【UK】 AIMR see Association for Investment Management and Research AMCHAM see American Chamber of Commerce AMEX see American Stock Exchange AMS see Automatic Order Matching and Execution System AMS/2 see Automatic Order Matching and Execution System / Second Generation AMS/3 see Automatic Order Matching and Execution System / Third Generation ANNA see Association of National Numbering Agencies AOI see All Ordinaries Index AOSEF see Asian and Oceanian Stock Exchanges Federation APEC see Asia Pacific Economic Cooperation API see Application Programming Interface APRC see Asia Pacific Regional Committee of IOSCO ARM see adjustable rate mortgage ASAC see Asian Securities' Analysts Council ASC see Accounting Society of China 2 ASEAN see Association of South-East Asian Nations ASIC see Australian Securities and Investments Commission AST system see automated screen trading system ASX see Australian Stock Exchange ATI see Account Transfer Instruction ABF Hong -
Options Strategy Guide for Metals Products As the World’S Largest and Most Diverse Derivatives Marketplace, CME Group Is Where the World Comes to Manage Risk
metals products Options Strategy Guide for Metals Products As the world’s largest and most diverse derivatives marketplace, CME Group is where the world comes to manage risk. CME Group exchanges – CME, CBOT, NYMEX and COMEX – offer the widest range of global benchmark products across all major asset classes, including futures and options based on interest rates, equity indexes, foreign exchange, energy, agricultural commodities, metals, weather and real estate. CME Group brings buyers and sellers together through its CME Globex electronic trading platform and its trading facilities in New York and Chicago. CME Group also operates CME Clearing, one of the largest central counterparty clearing services in the world, which provides clearing and settlement services for exchange-traded contracts, as well as for over-the-counter derivatives transactions through CME ClearPort. These products and services ensure that businesses everywhere can substantially mitigate counterparty credit risk in both listed and over-the-counter derivatives markets. Options Strategy Guide for Metals Products The Metals Risk Management Marketplace Because metals markets are highly responsive to overarching global economic The hypothetical trades that follow look at market position, market objective, and geopolitical influences, they present a unique risk management tool profit/loss potential, deltas and other information associated with the 12 for commercial and institutional firms as well as a unique, exciting and strategies. The trading examples use our Gold, Silver -
Volatility As Investment - Crash Protection with Calendar Spreads of Variance Swaps
Journal of Applied Operational Research (2014) 6(4), 243–254 © Tadbir Operational Research Group Ltd. All rights reserved. www.tadbir.ca ISSN 1735-8523 (Print), ISSN 1927-0089 (Online) Volatility as investment - crash protection with calendar spreads of variance swaps Uwe Wystup 1,* and Qixiang Zhou 2 1 MathFinance AG, Frankfurt, Germany 2 Frankfurt School of Finance & Management, Germany Abstract. Nowadays, volatility is not only a risk measure but can be also considered an individual asset class. Variance swaps, one of the main investment vehicles, can obtain pure exposure on realized volatility. In normal market phases, implied volatility is often higher than the realized volatility will turn out to be. We present a volatility investment strategy that can benefit from both negative risk premium and correlation of variance swaps to the underlying stock index. The empirical evidence demonstrates a significant diversification effect during the financial crisis by adding this strategy to an existing portfolio consisting of 70% stocks and 30% bonds. The back-testing analysis includes the last ten years of history of the S&P500 and the EUROSTOXX50. Keywords: volatility; investment strategy; stock index; crash protection; variance swap * Received July 2014. Accepted November 2014 Introduction Volatility is an important variable of the financial market. The accurate measurement of volatility is important not only for investment but also as an integral part of risk management. Generally, there are two methods used to assess volatility: The first one entails the application of time series methods in order to make statistical conclusions based on historical data. Examples of this method are ARCH/GARCH models. -
What Drives Index Options Exposures?* Timothy Johnson1, Mo Liang2, and Yun Liu1
Review of Finance, 2016, 1–33 doi: 10.1093/rof/rfw061 What Drives Index Options Exposures?* Timothy Johnson1, Mo Liang2, and Yun Liu1 1University of Illinois at Urbana-Champaign and 2School of Finance, Renmin University of China Abstract 5 This paper documents the history of aggregate positions in US index options and in- vestigates the driving factors behind use of this class of derivatives. We construct several measures of the magnitude of the market and characterize their level, trend, and covariates. Measured in terms of volatility exposure, the market is economically small, but it embeds a significant latent exposure to large price changes. Out-of-the- 10 money puts are the dominant component of open positions. Variation in options use is well described by a stochastic trend driven by equity market activity and a sig- nificant negative response to increases in risk. Using a rich collection of uncertainty proxies, we distinguish distinct responses to exogenous macroeconomic risk, risk aversion, differences of opinion, and disaster risk. The results are consistent with 15 the view that the primary function of index options is the transfer of unspanned crash risk. JEL classification: G12, N22 Keywords: Index options, Quantities, Derivatives risk 20 1. Introduction Options on the market portfolio play a key role in capturing investor perception of sys- tematic risk. As such, these instruments are the object of extensive study by both aca- demics and practitioners. An enormous literature is concerned with modeling the prices and returns of these options and analyzing their implications for aggregate risk, prefer- 25 ences, and beliefs. Yet, perhaps surprisingly, almost no literature has investigated basic facts about quantities in this market. -
Spread Scanner Guide Spread Scanner Guide
Spread Scanner Guide Spread Scanner Guide ..................................................................................................................1 Introduction ...................................................................................................................................2 Structure of this document ...........................................................................................................2 The strategies coverage .................................................................................................................2 Spread Scanner interface..............................................................................................................3 Using the Spread Scanner............................................................................................................3 Profile pane..................................................................................................................................3 Position Selection pane................................................................................................................5 Stock Selection pane....................................................................................................................5 Position Criteria pane ..................................................................................................................7 Additional Parameters pane.........................................................................................................7 Results section .............................................................................................................................8 -
Copyrighted Material
Index AA estimate, 68–69 At-the-money (ATM) SPX variance Affine jump diffusion (AJD), 15–16 levels/skews, 39f AJD. See Affine jump diffusion Avellaneda, Marco, 114, 163 Alfonsi, Aurelien,´ 163 American Airlines (AMR), negative book Bakshi, Gurdip, 66, 163 value, 84 Bakshi-Cao-Chen (BCC) parameters, 40, 66, American implied volatilities, 82 67f, 70f, 146, 152, 154f American options, 82 Barrier level, Amortizing options, 135 distribution, 86 Andersen, Leif, 24, 67, 68, 163 equal to strike, 108–109 Andreasen, Jesper, 67, 68, 163 Barrier options, 107, 114. See also Annualized Heston convexity adjustment, Out-of-the-money barrier options 145f applications, 120 Annualized Heston VXB convexity barrier window, 120 adjustment, 160f definitions, 107–108 Ansatz, 32–33 discrete monitoring, adjustment, 117–119 application, 34 knock-in options, 107 Arbitrage, 78–79. See also Capital structure knock-out options, 107, 108 arbitrage limiting cases, 108–109 avoidance, 26 live-out options, 116, 117f calendar spread arbitrage, 26 one-touch options, 110, 111f, 112f, 115 vertical spread arbitrage, 26, 78 out-of-the-money barrier, 114–115 Arrow-Debreu prices, 8–9 Parisian options, 120 Asymptotics, summary, 100 rebate, 108 Benaim, Shalom, 98, 163 At-the-money (ATM) implied volatility (or Berestycki, Henri, 26, 163 variance), 34, 37, 39, 79, 104 Bessel functions, 23, 151. See also Modified structure, computation, 60 Bessel function At-the-money (ATM) lookback (hindsight) weights, 149 option, 119 Bid/offer spread, 26 At-the-money (ATM) option, 70, 78, 126, minimization, -
Options Application (PDF)
Questions? Go to Fidelity.com/options. Options Application Use this application to apply to add options trading to your new or existing Fidelity account. If you already have options trading on your account, use this application to add or update account owner or authorized agent information. Please complete in CAPITAL letters using black ink. If you need more room for information or signatures, make a copy of the relevant page. Helpful to Know Requirements – Margin can involve significant cost and risk and is not • Entire form must be completed in order to be considered appropriate for all investors. Account owners must for Options. If you are unsure if a particular section pertains determine whether margin is consistent with their investment to you, please call a Fidelity investment professional at objectives, income, assets, experience, and risk tolerance. 800-343-3548. No investment or use of margin is guaranteed to achieve any • All account owners must complete the account owner sections particular objective. and sign Section 5. – Margin will not be granted if we determine that you reside • Any authorized agent must complete Section 6 and sign outside of the United States. Section 7. – Important documents related to your margin account include • Trust accounts must provide trustee information where the “Margin Agreement” found in the Important Information information on account owners is required. about Margins Trading and Its Risks section of the Fidelity Options Agreement. Eligibility of Trading Strategies Instructions for Corporations and Entities Nonretirement accounts: • Unless options trading is specifically permitted in the corporate • Business accounts: Eligible for any Option Level. -
Simple Robust Hedging with Nearby Contracts Liuren Wu
Journal of Financial Econometrics, 2017, Vol. 15, No. 1, 1–35 doi: 10.1093/jjfinec/nbw007 Advance Access Publication Date: 24 August 2016 Article Downloaded from https://academic.oup.com/jfec/article-abstract/15/1/1/2548347 by University of Glasgow user on 11 September 2019 Simple Robust Hedging with Nearby Contracts Liuren Wu Zicklin School of Business, Baruch College, City University of New York Jingyi Zhu University of Utah Address correspondence to Liuren Wu, Zicklin School of Business, Baruch College, One Bernard Baruch Way, B10-225, New York, NY 10010, or e-mail: [email protected]. Received April 12, 2014; revised June 26, 2016; accepted July 25, 2016 Abstract This paper proposes a new hedging strategy based on approximate matching of contract characteristics instead of risk sensitivities. The strategy hedges an option with three options at different maturities and strikes by matching the option function expansion along maturity and strike rather than risk factors. Its hedging effective- ness varies with the maturity and strike distance between the target and the hedge options, but is robust to variations in the underlying risk dynamics. Simulation ana- lysis under different risk environments and historical analysis on S&P 500 index op- tions both show that a wide spectrum of strike-maturity combinations can outper- form dynamic delta hedging. Key words: characteristics matching, hedging, jumps, Monte Carlo, payoff matching, risk sensi- tivity matching, strike-maturity triangle, stochastic volatility, S&P 500 index options, Taylor expansion JEL classification: G11, G13, G51 The concept of dynamic hedging has revolutionized the derivatives industry by drastically reducing the risk of derivative positions through frequent rebalancing of a few hedging in- struments. -
Arbitrage Spread.Pdf
Arbitrage spreads Arbitrage spreads refer to standard option strategies like vanilla spreads to lock up some arbitrage in case of mispricing of options. Although arbitrage used to exist in the early days of exchange option markets, these cheap opportunities have almost completely disappeared, as markets have become more and more efficient. Nowadays, millions of eyes as well as computer software are hunting market quote screens to find cheap bargain, reducing the life of a mispriced quote to a few seconds. In addition, standard option strategies are now well known by the various market participants. Let us review the various standard arbitrage spread strategies Like any trades, spread strategies can be decomposed into bullish and bearish ones. Bullish position makes money when the market rallies while bearish does when the market sells off. The spread option strategies can decomposed in the following two categories: Spreads: Spread trades are strategies that involve a position on two or more options of the same type: either a call or a put but never a combination of the two. Typical spreads are bull, bear, calendar, vertical, horizontal, diagonal, butterfly, condors. Combination: in contrast to spreads combination trade implies to take a position on both call and puts. Typical combinations are straddle, strangle1, and risk reversal. Spreads (bull, bear, calendar, vertical, horizontal, diagonal, butterfly, condors) Spread trades are a way of taking views on the difference between two or more assets. Because the trading strategy plays on the relative difference between different derivatives, the risk and the upside are limited. There are many types of spreads among which bull, bear, and calendar, vertical, horizontal, diagonal, butterfly spreads are the most famous. -
The Option Trader Handbook Strategies and Trade Adjustments
The Option Trader Handbook Strategies and Trade Adjustments Second Edition GEORGE VI. JABBOIiR, PhD PHILIP H. BUDWICK, MsF WILEY John Wiley & Sons, Inc. Contents Preface to the First Edition xlli Preface to the Second Edition xvli CHAPTER 1 Trade and Risk Management 1 Introduction 1 The Philosophy of Risk 2 Truth About Reward 5 Risk Management 6 Risk 6 Reward 9 Breakeven Points , 11 Trade Management 11 Trading Theme 11 The Theme of Your Portfolio 14 Diversification and Flexibility 15 Trading as a Business 16 Start-Up Phase 16 Growth Phase 19 Mature Phase 20 Just Business, Nothing Personal 21 SCORE—The Formula for Trading Success 21 Select the Investment 22 Choose the Best Strategy 23 Open the Trade with a Plan v, 24 Remember Your Plan and Stick to It 26 Exit Your Trade 26 Vl CONTENTS CHAPTER 2 Tools of the Trader 29 Introduction 29 Option Value 30 Option Pricing 31 Stock Price 31 Strike Price 32 Time to Expiration 32 Volatility 33 Dividends 33 Interest Rates 33 Option Greeks and Risk Management 34 Time Decay 34 Trading Lessons Learned from Time Decay (Theta). 41 Delta/Gamma 43 Deep-in-the-Money Options 46 Implied Volatility 49 Early Assignment 63 Synthetic Positions 65 Synthetic Stock 66 Long Stock 66 Short Stock 67 Synthetic Call 68 Synthetic Put 70 Basic Strategies 71 Long Call , 71 Short Call . - 72 Long Put .' 73 Short Put 74 Basic Spreads and Combinations 75 Bull Call Spread 75 Bull Put Spread 76 Bear Call Spread 77 Bear Put Spread 78 Long Straddle 78 Long Strangle 79 Short Straddle 80 Short Strangle 81 Advanced Spreads 82 Call Ratio