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Trading Frictions and Market Structure: an Empirical Analysis
Trading Frictions and Market Structure: An Empirical Analysis Charlie X. Cai, David Hillier, Robert Hudson, and Kevin Keasey1 February 3, 2005 JEL Classi…cation: G12; G14; D23; L22. Keywords: SETS; SEAQ; Trading Friction; Market Structure. 1 The Authors are from the University of Leeds. Address for correspondence: Charlie X. Cai, Leeds University Business School, Maurice Keyworth Building, The University of Leeds, Leeds LS2 9JT, UK., e-mail: [email protected]. All errors are our own. Trading Frictions and Market Structure: An Empirical Analysis Abstract Market structure a¤ects the informational and real frictions faced by traders in equity markets. We present evidence which suggests that while real fric- tions associated with the costs of supplying immediacy are less in order driven systems, informational frictions resulting from increased adverse selection risk are considerably higher in these markets. Firm value, transaction size and order location are all major determinants of the trading costs faced by investors. Consistent with the stealth trading hypothesis of Barclay and Warner (1993), we report that informational frictions are at their highest for small trades which go through the order book. Finally, while there is no doubt that the total costs of trading on order-driven systems are lower for very liquid securities, the inherent informational ine¢ ciencies of the format should be not be ignored. This is particularly true for the vast majority of small to mid-size stocks that experience infrequent trading and low transac- tion volume. JEL Classi…cation: G12; G14; D23; L22. Keywords: SETS; SEAQ; Trading Friction; Market Structure. 1 Introduction Trading frictions in …nancial markets are an important determinant of the liquidity of securities and the intertemporal e¢ ciency of prices. -
Bergen Oil & Coal Company Stock Certificate Issued to Charles Pfizer
ISSUED TO FAMOUS PEOPLE BERGEN OIL & COAL DETROIT, HILLSDALE & COMPANY STOCK SOUTH-WESTERN R.R. ISSUED TO THE ESTATE CERTIFICATE ISSUED CO. ISSUED TO MOSES OF AUGUSTUS SCHELL TO CHARLES PFIZER, TAYLOR CO-FOUNDER OF ONE * 184 OF THE WORLD’S LARG- * 182 1886, Ohio. Stock certificate for EST DRUG PRODUCERS 1880, Michigan. Stock for 125 four hundred and eighty shares shares issued to but not signed by issued to the ESTATE OF AU- * 180 Moses Taylor. MOSES TAYLOR, GUSTUS SCHELL (1812 - 1884). ATCHISON, TOPEKA 1866, New York. Stock certificate (1806-1882). Banker; Capitalist. A AND SANTA FE ISSUED Lawyer, politician, financier. Schell for 250 shares. Vignette of an oil- shaky, though ultimately successful became an expert in the expand- TO MABEL G. BELL, field with derricks and storage business in the import business lead ing field of corporate law and was WIFE OF ALEXANDER tanks. Litho. Attached adhesive rev- Taylor to become involved with a trusted legal advisor and close GRAHAM BELL enue stamp at left. Issued to though Cyrus Field in the latter’s Atlantic friend of “Commodore” Vander- not signed by CHARLES PFIZER Cable venture. Taylor served as the bilt, a friendship that brought the * 179 (1824-1906) was a German chem- company’s treasure throughout its two together in building the New 1887, Kansas. Stock certificate for ist who immigrated to the United period of failure and near-collapse, York Central system. Schell served two shares issued to MABEL G. States in the early 1840s and found- until the company finally proved the Commodore well in his battle BELL (1857-1923) Wife of Alexan- ed the Pfizer Inc. -
RONALD LAWRENCE SCHUMAN, of the SECURITIES EXCHANGE ACT of 1934, MAKING FINDINGS, and IMPOSING Respondent
UNITED STATES OF AMERICA Before the SECURITIES AND EXCHANGE COMMISSION SECURITIES EXCHANGE ACT OF 1934 Release No. 75082 / June 1, 2015 ADMINISTRATIVE PROCEEDING File No. 3-16566 ORDER INSTITUTING ADMINISTRATIVE In the Matter of AND CEASE-AND-DESIST PROCEEDINGS, PURSUANT TO SECTIONS 15(b) AND 21C RONALD LAWRENCE SCHUMAN, OF THE SECURITIES EXCHANGE ACT OF 1934, MAKING FINDINGS, AND IMPOSING Respondent. REMEDIAL SANCTIONS AND A CEASE- AND-DESIST ORDER I. The Securities and Exchange Commission (“Commission”) deems it appropriate and in the public interest that public administrative and cease-and-desist proceedings be, and hereby are, instituted pursuant to Sections 15(b) and 21C of the Securities Exchange Act of 1934 (“Exchange Act”) against Ronald Lawrence Schuman (“Schuman” or “Respondent”). II. In anticipation of the institution of these proceedings, Respondent has submitted an Offer of Settlement (the “Offer”) that the Commission has determined to accept. Solely for the purpose of these proceedings and any other proceedings brought by or on behalf of the Commission, or to which the Commission is a party, Respondent admits the Commission’s jurisdiction over him and the subject matter of these proceedings, and consents to the entry of this Order Instituting Administrative and Cease-and-Desist Proceedings Pursuant to Sections 15(b) and 21C of the Securities Exchange Act of 1934, Making Findings, and Imposing Remedial Sanctions and a Cease-and-Desist Order (“Order”), as set forth below. III. 1 On the basis of this Order and Respondent’s Offer, the Commission finds that: 1 The findings herein are made pursuant to Respondent's Offer of Settlement and are not binding on any other person or entity in this or any other proceeding. -
A Reverse Stock Split of Citizens Republic Bancorp, Inc. Common Stock (Ticker: CRBC) Became Effective As of 5:00 P.M
Dear Shareholder: A reverse stock split of Citizens Republic Bancorp, Inc. common stock (ticker: CRBC) became effective as of 5:00 p.m. on July 1, 2011. Pursuant to this reverse stock split, each ten (10) shares of Citizens common stock issued and outstanding were converted into one (1) share of Citizens common stock. No fractional shares will be issued in connection with the reverse stock split. Instead, shareholders who otherwise would have been entitled to receive a fractional share as a result of the reverse stock split will receive an amount in cash equal to $6.90 per share multiplied by the fraction of a share they would have otherwise received. All new shares will be issued in book entry or electronic form. Our transfer agent, American Stock Transfer and Trust Company, LLC, will mail a statement of your account once your shares are exchanged. You may request a stock certificate to be issued for new shares by contacting our transfer agent toll free at (877) 627-7020 after you receive your statement. If your account is enrolled in the dividend reinvestment plan or set up for direct deposit, your election will continue unless you notify our transfer agent otherwise. If you have certificated shares, you must complete, date, sign and return the enclosed Letter of Transmittal to American Stock Transfer and Trust Company, LLC, along with ALL of your stock certificates. We suggest that you mail the shares in a traceable manner (e.g. registered mail, overnight courier, etc.). You must surrender all outstanding certificates registered in your name in order to receive new shares and/or payment for fractional shares. -
Stock Valuation Models (4.1)
Research STOCK VALUATION January 6, 2003 MODELS (4.1) Topical Study #58 All disclosures can be found on the back page. Dr. Edward Yardeni (212) 778-2646 [email protected] 2 Figure 1. 75 75 70 STOCK VALUATION MODEL (SVM-1)* 70 65 (percent) 65 60 60 55 55 50 50 45 45 RESEARCH 40 40 35 35 30 30 25 25 20 Overvalued 20 15 15 10 10 5 5 0 0 -5 -5 -10 -10 -15 -15 -20 -20 -25 -25 -30 Undervalued -30 -35 12/27 -35 -40 -40 -45 -45 Yardeni Stock ValuationModels -50 -50 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 00 01 02 03 04 05 06 January 6,2003 * Ratio of S&P 500 index to its fair value (i.e. 52-week forward consensus expected S&P 500 operating earnings per share divided by the 10-year U.S. Treasury bond yield) minus 100. Monthly through March 1994, weekly after. Source: Thomson Financial. R E S E A R C H Stock Valuation Models I. The Art Of Valuation Since the summer of 1997, I have written three major studies on stock valuation and numerous commentaries on the subject.1 This is the fourth edition of this ongoing research. More so in the past than in the present, it was common for authors of investment treatises to publish several editions to update and refine their thoughts. My work on valuation has been acclaimed, misunderstood, and criticized. In this latest edition, I hope to clear up the misunderstandings and address some of the criticisms. -
An Overview of the Empirical Asset Pricing Approach By
AN OVERVIEW OF THE EMPIRICAL ASSET PRICING APPROACH BY Dr. GBAGU EJIROGHENE EMMANUEL TABLE OF CONTENT Introduction 1 Historical Background of Asset Pricing Theory 2-3 Model and Theory of Asset Pricing 4 Capital Asset Pricing Model (CAPM): 4 Capital Asset Pricing Model Formula 4 Example of Capital Asset Pricing Model Application 5 Capital Asset Pricing Model Assumptions 6 Advantages associated with the use of the Capital Asset Pricing Model 7 Hitches of Capital Pricing Model (CAPM) 8 The Arbitrage Pricing Theory (APT): 9 The Arbitrage Pricing Theory (APT) Formula 10 Example of the Arbitrage Pricing Theory Application 10 Assumptions of the Arbitrage Pricing Theory 11 Advantages associated with the use of the Arbitrage Pricing Theory 12 Hitches associated with the use of the Arbitrage Pricing Theory (APT) 13 Actualization 14 Conclusion 15 Reference 16 INTRODUCTION This paper takes a critical examination of what Asset Pricing is all about. It critically takes an overview of its historical background, the model and Theory-Capital Asset Pricing Model and Arbitrary Pricing Theory as well as those who introduced/propounded them. This paper critically examines how securities are priced, how their returns are calculated and the various approaches in calculating their returns. In this Paper, two approaches of asset Pricing namely Capital Asset Pricing Model (CAPM) as well as the Arbitrage Pricing Theory (APT) are examined looking at their assumptions, advantages, hitches as well as their practical computation using their formulae in their examination as well as their computation. This paper goes a step further to look at the importance Asset Pricing to Accountants, Financial Managers and other (the individual investor). -
The Future of Computer Trading in Financial Markets an International Perspective
The Future of Computer Trading in Financial Markets An International Perspective FINAL PROJECT REPORT This Report should be cited as: Foresight: The Future of Computer Trading in Financial Markets (2012) Final Project Report The Government Office for Science, London The Future of Computer Trading in Financial Markets An International Perspective This Report is intended for: Policy makers, legislators, regulators and a wide range of professionals and researchers whose interest relate to computer trading within financial markets. This Report focuses on computer trading from an international perspective, and is not limited to one particular market. Foreword Well functioning financial markets are vital for everyone. They support businesses and growth across the world. They provide important services for investors, from large pension funds to the smallest investors. And they can even affect the long-term security of entire countries. Financial markets are evolving ever faster through interacting forces such as globalisation, changes in geopolitics, competition, evolving regulation and demographic shifts. However, the development of new technology is arguably driving the fastest changes. Technological developments are undoubtedly fuelling many new products and services, and are contributing to the dynamism of financial markets. In particular, high frequency computer-based trading (HFT) has grown in recent years to represent about 30% of equity trading in the UK and possible over 60% in the USA. HFT has many proponents. Its roll-out is contributing to fundamental shifts in market structures being seen across the world and, in turn, these are significantly affecting the fortunes of many market participants. But the relentless rise of HFT and algorithmic trading (AT) has also attracted considerable controversy and opposition. -
11.50 Margin Constraints and the Security Market Line
Margin Constraints and the Security Market Line Petri Jylh¨a∗ June 9, 2016 Abstract Between the years 1934 and 1974, the Federal Reserve frequently changed the initial margin requirement for the U.S. stock market. I use this variation in margin requirements to test whether leverage constraints affect the security market line, i.e. the relation between betas and expected returns. Consistent with the theoretical predictions of Frazzini and Ped- ersen (2014), but somewhat contrary to their empirical findings, I find that tighter leverage constraints result in a flatter security market line. My results provide strong empirical sup- port for the idea that funding constraints faced by investors may, at least partially, help explain the empirical failure of the capital asset pricing model. JEL Classification: G12, G14, N22. Keywords: Leverage constraints, Security market line, Margin regulations. ∗Imperial College Business School. Imperial College London, South Kensington Campus, SW7 2AZ, London, UK; [email protected]. I thank St´ephaneChr´etien,Darrell Duffie, Samuli Kn¨upfer,Ralph Koijen, Lubos Pastor, Lasse Pedersen, Joshua Pollet, Oleg Rytchkov, Mungo Wilson, and the participants at American Economic Association 2015, Financial Intermediation Research Society 2014, Aalto University, Copenhagen Business School, Imperial College London, Luxembourg School of Finance, and Manchester Business School for helpful comments. 1 Introduction Ever since the introduction of the capital asset pricing model (CAPM) by Sharpe (1964), Lintner (1965), and Mossin (1966), finance researchers have been studying why the return difference between high and low beta stocks is smaller than predicted by the CAPM (Black, Jensen, and Scholes, 1972). One of the first explanation for this empirical flatness of the security market line is given by Black (1972) who shows that investors' inability to borrow at the risk-free rate results in a lower cross-sectional price of risk than in the CAPM. -
Lost Certificate Affidavit Completed and Signed by All Account Holders Or an Authorized Officer
Contact Us: Phone: 855-8GO-PACK (855-846-7225) E-mail: [email protected] Dear Green Bay Packers Shareholder: Thank you for contacting Green Bay Packers Shareholder Services about the lost, stolen, or destroyed stock certificate(s). A "stop transfer" will be placed on the certificate(s) once this affidavit is received to prevent fraudulent activity. A stop transfer is similar to a stop payment on a check. In the event you locate the certificate(s), you must notify us in writing and surrender the original certificate(s) to The Green Bay Packers, Inc. In all cases, to obtain a replacement certificate, please include the following: The enclosed Lost Certificate Affidavit completed and signed by all account holders or an authorized officer. If held jointly, both parties must sign the affidavit. The signature(s) on the affidavit must be notarized. There is a $25.00 fee to replace any lost, stolen, or destroyed certificate(s). The fee applies to all certificates. Please make all checks payable to The Green Bay Packers, Inc. Please note: 1. Completion of the enclosed affidavit as referenced above indemnifies The Green Bay Packers, Inc. and Broadridge in case the certificate(s) is(are) redeemed by another party at a later date. 2. If you wish to transfer the share(s) upon replacement of the certificate(s), please submit the Routine Transfer Affidavit to transfer the share(s). Be sure to include any legal documentation supporting the account’s registration change. 3. For your convenience, if additional information is required, we will contact you by phone and in writing. -
The Predictive Ability of the Bond-Stock Earnings Yield Differential Model
The Predictive Ability of the Bond-Stock Earnings Yield Differential Model KLAUS BERGE,GIORGIO CONSIGLI, AND WILLIAM T. ZIEMBA FORMAT ANY IN KLAUS BERGE he Federal Reserve (Fed) model prices and stock indices has been studied by is a financial controller provides a framework for discussing Campbell [1987, 1990, 1993]; Campbell and for Allianz SE in Munich, stock market over- and undervalu- Shiller [1988]; Campbell and Yogo [2006]; Germany. [email protected] ation. It was introduced by market Fama and French [1988a, 1989]; Goetzmann Tpractitioners after Alan Greenspan’s speech on and Ibbotson [2006]; Jacobs and Levy [1988]; GIORGIO CONSIGLI the market’s irrational exuberance in ARTICLELakonishok, Schleifer, and Vishny [1994]; Polk, is an associate professor in November 1996 as an attempt to understand Thompson, and Vuolteenaho [2006], and the Department of Mathe- and predict variations in the equity risk pre- Ziemba and Schwartz [1991, 2000]. matics, Statistics, and Com- mium (ERP). The model relates the yield on The Fed model has been successful in puter Science at the THIS University of Bergamo stocks (measured by the ratio of earnings to predicting market turns, but in spite of its in Bergamo, Italy. stock prices) to the yield on nominal Treasury empirical success and simplicity, the model has [email protected] bonds. The theory behind the Fed model is been criticized. First, it does not consider the that an optimal asset allocation between stocks role played by time-varying risk premiums in WILLIAM T. Z IEMBA and bonds is related to their relative yields and the portfolio selection process, yet it does con- is Alumni Professor of Financial Modeling and when the bond yield is too high, a market sider a risk-free government interest rate as the Stochastic Optimization, adjustment is needed resulting in a shift out of discount factor of future earnings. -
Dividend Valuation Models Prepared by Pamela Peterson Drake, Ph.D., CFA
Dividend valuation models Prepared by Pamela Peterson Drake, Ph.D., CFA Contents 1. Overview ..................................................................................................................................... 1 2. The basic model .......................................................................................................................... 1 3. Non-constant growth in dividends ................................................................................................. 5 A. Two-stage dividend growth ...................................................................................................... 5 B. Three-stage dividend growth .................................................................................................... 5 C. The H-model ........................................................................................................................... 7 4. The uses of the dividend valuation models .................................................................................... 8 5. Stock valuation and market efficiency ......................................................................................... 10 6. Summary .................................................................................................................................. 10 7. Index ........................................................................................................................................ 11 8. Further readings ....................................................................................................................... -
Frictional Finance “Fricofinance”
Frictional Finance “Fricofinance” Lasse H. Pedersen NYU, CEPR, and NBER Copyright 2010 © Lasse H. Pedersen Frictional Finance: Motivation In physics, frictions are not important to certain phenomena: ……but frictions are central to other phenomena: Economists used to think financial markets are like However, as in aerodynamics, the frictions are central dropping balls to the dynamics of the financial markets: Walrasian auctioneer Frictional Finance - Lasse H. Pedersen 2 Frictional Finance: Implications ¾ Financial frictions affect – Asset prices – Macroeconomy (business cycles and allocation across sectors) – Monetary policy ¾ Parsimonious model provides unified explanation of a wide variety of phenomena ¾ Empirical evidence is very strong – Stronger than almost any other influence on the markets, including systematic risk Frictional Finance - Lasse H. Pedersen 3 Frictional Finance: Definitions ¾ Market liquidity risk: – Market liquidity = ability to trade at low cost (conversely, market illiquidity = trading cost) • Measured as bid-ask spread or as market impact – Market liquidity risk = risk that trading costs will rise • We will see there are 3 relevant liquidity betas ¾ Funding liquidity risk: – Funding liquidity for a security = ability to borrow against that security • Measured as the security’s margin requirement or haircut – Funding liquidity for an investor = investor’s availability of capital relative to his need • “Measured” as Lagrange multiplier of margin constraint – Funding liquidity risk = risk of hitting margin constraint