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(12) United States Patent T531
US008620789B2 (12) United States Patent (10) Patent N0.: US 8,620,789 B2 Arnott et a1. (45) Date of Patent: Dec. 31, 2013 (54) USING ACCOUNTING DATA BASED (56) References Cited INDEXING TO CREATE A LOW VOLATILITY PORTFOLIO OF FINANCIAL OBJECTS U.S. PATENT DOCUMENTS 4,334,270 A 6/1982 Towers (75) Inventors: Robert D. Arnott, Newport Beach, CA 4,751,640 A 6/1988 Lucas et a1. (US); Paul Christopher Wood, Waltham (GB); Feifei Li, Irvine, CA (US) (Continued) FOREIGN PATENT DOCUMENTS (73) Assignee: Research Af?liates, LLC, Newport Beach, CA (U S) EP 1351179 A1 10/2003 GB 2393532 3/2004 Notice: Subject to any disclaimer, the term of this (Continued) patent is extended or adjusted under 35 OTHER PUBLICATIONS U.S.C. 154(b) by 0 days. Fundamental Indexation, Robert Arnott, 2004; 36-pages. (21) Appl. No.: 13/593,415 (Continued) Primary Examiner * Gregory Johnson (22) Filed: Aug. 23, 2012 (74) Attorney, Agent, or Firm * Ralph P. Albrecht; ATFirm, PLLC (65) Prior Publication Data (57) ABSTRACT US 2013/0117199 A1 May 9, 2013 A system, method and computer program product creates an index based on accounting data, or a portfolio of ?nancial objects based on the index where the portfolio is weighted Related US. Application Data according to accounting data. Indexes may be built with met rics other than market capitalization weighting, price weight (63) Continuation-in-part of application No. 13/216,238, ing or equal weighting. Financial and non-?nancial metrics ?led onAug. 23, 201 1, which is a continuation-in-part may be used to build indexes to create passive investment of application No. -
Seeing Through the Smoke Screen of Fundamental Indexers: What Are the Issues with Alternative Equity Index Strategies?
Seeing through the Smoke Screen of Fundamental Indexers: What are the Issues with Alternative Equity Index Strategies? June 2012 Noël Amenc Professor of Finance, EDHEC Business School and Director, EDHEC-Risk Institute Felix Goltz Head of Applied Research, EDHEC-Risk Institute Shuyang Ye Quantitative Equity Analyst, EDHEC-Risk Institute EDHEC is one of the top five business schools in France. Its reputation is built on the high quality of its faculty and the privileged relationship with professionals that the school has cultivated since its establishment in 1906. EDHEC Business School has decided to draw on its extensive knowledge of the professional environment and has therefore focused its research on themes that satisfy the needs of professionals. EDHEC pursues an active research policy in the field of finance. EDHEC-Risk Institute carries out numerous research programmes in the areas of asset allocation and risk management in both the 2 traditional and alternative investment universes. Copyright © 2012 EDHEC Introduction With an ever-growing number of alternative index construction methods on offer, investors should, in principle, be thankful for comparative analysis. Such comparison has recently been provided in several articles written by promoters of fundamentally-based equity indices. In particular, Arnott (2011) and Chow et al. (2011) offer a back-test of several alternative weighting strategies and come to the conclusion that there are no differences in performance and risk factor exposures of alternative weighting schemes; but when it comes to implementation, fundamental weighting schemes are superior. While the conclusions of these articles may not come as a surprise, it is important to mention that the results reported in these articles are based on a flawed methodology which has the potential to lead to misleading conclusions on the relative merits and the properties of various indices. -
Investing in Small Basket Portfolios of DJIA Low Return Stocks: the Potential for Losers to Become Winners
Investing in Small Basket Portfolios of DJIA Low Return Stocks: The Potential for Losers to Become Winners Professor Glen A. Larsen, Jr. Indiana University Kelley School of Business 801 W. Michigan St. Indianapolis, IN 46202, USA Abstract The focus of this research is on the performance of portfolios constructed on an annual basis from stocks that make up the Dow Jones Industrial Average (DJIA )using a long-only minimum realized return small-basket portfolio (MinRet SBP) strategy. The MinRet SBP is formed each year using those stocks in the DJIA that had the lowest realized returns in the previous five-years with the weight constraint that no more than 20% of the portfolio can be invested in a single security. Over the 20-year period from 1996 through 2015, the MinRet SBP strategy generates a higher average annual total return and a lower risk per unit of return measure than the DJIA. Perhaps even more importantly, measures of downside risk support the enhanced out-of-sample performance of the actively managed MinRet SBP strategy. Keywords: small-basket portfolios, risk/return optimization, low-volatility, momentum, performance enhancement, active management JEL classification: G11 The focus of this research is on the performance of portfolios constructed on an annual basis from stocks that make up the Dow Jones Industrial Average (DJIA) using a long-only minimum realized return small-basket portfolio (MinRet SBP) strategy. The results demonstrate the potential for this simple low return strategy to generate enhanced performance relative to the 30-stock DJIA. This research is different from the Dogs of the Dow approach to investing, which was popularized by Michael Higgins in his book, "Beating the Dow". -
Making Smart Money - an Evaluation of Fundamental Smart
Making Smart Money - An Evaluation of Fundamental Smart Beta Investment Strategies Department of Economics Uppsala University Bachelor’s Thesis, 15 credits Authors: Amelie Dahlgren & Oliver Eliassen Supervisor: Lars Forsberg Spring Semester of 2017 Date of Submission: 2017-06-02 Abstract In recent decades, many investors have abandoned hopes of achieving above market returns through active management, and consigned themselves to passive investing in the form of market capitalization based portfolios. Using Swedish stock exchange data from 2002-2016, this thesis investigates if there is a way to harmonize the strengths of active management, yielding potential above market returns, and passive index investing, implying lower fees and transparency. Based on observations from 275 companies, analysed through market model regressions, the results suggest that fundamentally invested value and quality portfolios create an alpha of 1-2 percent quarterly relative the market capitalization benchmark portfolio. Moreover, the results constitute basis for performing real investments, as they take into consideration the transaction costs implied by portfolio turnover. Furthermore, the findings of greater risk-adjusted returns through fundamentally weighted portfolios stand in opposition to the efficient market hypothesis. Keywords: Alpha, Abnormal Returns, Smart Beta, Fundamental Indexation, Market Model, Value Investing, Swedish Stock Exchange Table of Contents 1. Introduction ........................................................................................................................... -
What Stock Market Returns to Expect for the Future?
PERSPECTIVES High stock prices, together with projected slow economic growth, are not consistent with the 7.0 percent return that the Office of the Chief Actuary has generally used when evaluating proposals with stock investments. Routes out of the inconsistency include assuming higher GDP growth, a lower long-run stock return, or a lower short-run stock return with a 7.0 percent What Stock Market Returns to Expect return on a lower base thereafter. In short, either the stock market for the Future? is overvalued and requires a correction to justify a 7.0 percent by Peter A. Diamond* return thereafter, or it is correctly valued and the long-run return is Summary for projections than the 5.2 percent of the substantially lower than 7.0 past 75 years. Also, a declining required percent (or some combination of In evaluating proposals for reforming Social premium is likely to imply a temporary the two). This article argues that Security that involve stock investments, the increase in the realized premium because a the former view is more convinc- Office of the Chief Actuary (OCACT) has rising willingness to hold stocks tends to ing, since accepting the cor- generally used a 7.0 percent real return for rectly valued hypothesis implies increase their price. Therefore, it would be a an implausibly small equity stocks. The 1994-96 Advisory Council speci- mistake during a transition period to extrapo- premium. fied that OCACT should use that return in late what may be a temporarily high realized making its 75-year projections of investment- return. -
The Law of One Price Lagen Om Ett Pris
LIU-IEI-FIL-A—09/00489—SE Linköping University, Sweden Department of Management and Engineering Master’s Thesis in Finance 15hp The International Business Program Spring 2009 The Law of One Price Evidence from Three European Stock Exchanges Lagen om ett pris Bevis från tre europeiska börsmarknader Author: – Sanna Olkkonen – Supervisor: Göran Hägg The Law of One Price – Evidence from Three European Stock Exchanges Abstract For the last decades the Efficient Market Hypothesis (EMH) has had a vital role in the financial theory. According to the theory assets, independent of geographic location, always are correctly priced due to the notion of information efficiency across financial markets. A consequence of EMH is the Law of One Price, hereafter simply the Law, which is the main concept of this thesis. The Law extends the analysis by stating that in a perfectly integrated and competitive market cross- traded assets should trade for the same common-currency price in every country. This becomes a fact due to the presence of arbitrageurs’ continuous vigilance in the financial markets, where any case of mispricing is acted upon in a matter of seconds by buying the cheaper asset and selling it where the price is higher in order to make a profit from the price gap. Past research reveals that mispricing on cross-traded assets does exist, indicating that there exists evidence of violations of the Law on financial markets. However, in the real world most likely only a few cases of mispricing equal arbitrage opportunities due to the fact that worldwide financial markets are not characterized by the perfect conditions required by Law. -
Select 10 Industrials Portfolio, Series 134 Profile Fact Card
Invesco Unit Trusts Select 10 Industrials Portfolio A strategy that gives investors access to the “Dogs of the Dow” to add as a core position in an investors portfolio. Symbol: SDOW134 Invest with a leader “Dogs of the Dow” “Blue Chip” companies $115 billion. Equity and fixed income The “Dogs of the Dow” consists of the The strategy owns some of the biggest unit trusts since 1975. 10 highest dividend-yielding stocks “blue chip” names of one of the world’s in the Dow Jones Industrial Average most famous indexes. These “blue 70+ years. Industry experience in (“DJIA”). Along with a history of usually chips” have historically had more analysis, surveillance and securities high and constant dividends, the Dogs resiliency to short-term market volatility selection. may be undervalued and have the and the cash flows to pay out higher most potential for capital appreciation dividends with consistency.2 $723.9 billion. Assets under in the DJIA.2 management as of March 31, 2013.1 “Dogs of the Dow” as of the close of business on June 28, 2013 Select 10 Industrial Portfolio 2013–3 Ticker Price ($)3 Current Dividend Yield (%)3 AT&T, Inc. T 35.40 5.08 Chevron Corporation CVX 118.34 3.38 Du Pont (E.I.) de Nemours and Company DD 52.50 3.43 General Electric Company GE 23.19 3.28 Intel Corporation INTC 24.22 3.72 Johnson & Johnson JNJ 85.86 3.07 McDonald's Corporation MCD 99.00 3.11 Merck & Company, Inc. MRK 46.45 3.70 Pfizer, Inc. -
Statement of Hilary J. Kramer the Imperative Case for Abolishing The
4 February 2003 Statement of Hilary J. Kramer Before the U.S. Senate Special Committee on Aging The Imperative Case for Abolishing the Double Taxation of Dividends Mr. Chairman and Members of the Committee, I am very thankful that you have invited me to testify on the relationship between corporate governance and the double taxation of dividends. This is an extremely important issue at this moment in our nation's history. Improving trust in our financial markets is critical to all investors. However, for our current retirees already living on fixed incomes as well as for our country=s workers planning for their retirement, the need to restore confidence in our stock market is critical. My name is Hilary Kramer. I am the Senior Strategist and Advisor at Montgomery Asset Management and also appear as a Business Analyst and Commentator on the Fox News Channel. Again, I am pleased to have the opportunity to share my analysis, research and conclusions with the Committee today. Allowing companies to keep the money they have earned---instead of issuing dividends to shareholders---has promoted a dangerous and inefficient system in which senior management has been able to exercise creative control over the actual financial results they report to the public and has provided them the freedom to stray and wander away from their core competencies. Abolishing the double taxation on dividends is about keeping companies honest, competent and resourceful and allowing shareholders to enjoy the financial returns they rightfully deserve as owners of the companies in which they have invested. With a reduction in the taxation of dividends, the interest of corporate management would become better aligned with the interest of the shareholders. -
Understanding the Dogs of The
INVESCO UNIT TRUSTS Dogs of the Dow Dogs of the Dow – Investing in undervalued high quality large cap stocks with above Select 10 Industrials Portfolio (SDOW113) market dividend yields at the time of selection. (Deposited on 05/02/11) With increased demand for higher levels of income in this low interest rate environment ** and a propensity to invest in large cap companies with the belief that these well capitalized Dividend Total Return companies can withstand the constant change we are seeing in the market, the “Dogs of the Price ($)* Yield* (from 05/02/11- Dow” strategy has garnered much attention as of late. Stock Ticker (05/31/12) (05/31/12) 05/31/12) The “Dogs of the Dow” strategy offers investors an investment strategy that owns the ten McDonald's Corp. MCD 89.34 3.03% 13.61% highest dividend-yielding companies of the Dow Jones Industrial Average Index as of the trust’s deposit date. Kraft Foods Inc. KFT 38.27 3.03 13.26 Performance summary Intel Corp. INTC 25.84 3.25 12.79 > The Select 10 Industrial Portfolio (SDOW 113) which deposited on 5/2/11, is significantly outperforming Verizon Communications Inc. VZ 41.64 4.77 10.86 the Dow Jones Industrial Average index thru 5/31/12. The portfolio returned 5.49% (with sales charge) and 8.14% (without sales charge)1, well surpassing the benchmark’s return which was down -0.37% AT&T Inc. T 34.17 5.09 9.48 during this time frame. Pfi zer Inc. PFE 21.87 3.84 4.04 > The portfolio’s overweight position in Telecommunication Services (VZ-Verizon Communication +19.5%, T-AT&T +17.4%) and Healthcare (PFE-Pfizer +10.6%, MRK-Merck +10.9%), and exposure in Merck & Co. -
Jeremy J. Siegel
JEREMY J. SIEGEL Jeremy Siegel is the Russell E. Palmer Professor of Finance at The Wharton School of the University of Pennsylvania. He graduated from Columbia University in 1967, received his Ph.D. in Economics from the Massachusetts Institute of Technology in 1971. Prof. Siegel is the author of numerous professional articles and two books. His bestselling book, Stocks for the Long Run, now in its fourth edition, has been named by the Washington Post and Business Week as one of the ten-best investment books of all time. His second book, The Future for Investors: Why the Tried and the True Triumph over the Bold and New (Crown Business) was named one of the best business books published in 2005 by Business Week, the Financial Times, and Barron’s magazines. Prof. Siegel has received many awards and citations for his research and excellence in teaching. In November 2003 he was presented the Distinguished Leadership Award by the Securities Industry Association and in May 2005 he was presented the prestigious Nicholas Molodovsky Award by the Chartered Financial Analysts Institute. Other awards include the Graham and Dodd Award for the best article published in The Financial Analysts Journal and the Peter Bernstein and Frank Fabozzi Award for the best article published in The Journal of Portfolio Management. In 1994 Professor Siegel received the highest teaching rating in a worldwide ranking of business school professors conducted by Business Week magazine and in 2001, Forbes named JeremySiegel.com as one of the “Best Business School Professor” websites. Prof. Siegel currently serves as Academic Director of the Securities Industry Institute and Senior Investment Strategy Advisor of WisdomTree Investments, Inc., consulting the firm on its proprietary stock indexes. -
March 2021 JOSEPH GYOURKO Martin Bucksbaum Professor Of
March 2021 JOSEPH GYOURKO Martin Bucksbaum Professor of Real Estate, Finance, and Business Economics & Public Policy Nancy Nasher & David Haemisegger Director, Zell/Lurie Real Estate Center at Wharton Office: 3620 Locust Walk 1480 Steinberg-Dietrich Hall The Wharton School University of Pennsylvania Philadelphia, PA 19104-6302 P: (215)898-3003 F: (215)573-2220 Email: [email protected] EDUCATION University of Chicago, Ph.D., Economics, 1984 Duke University, A.B. (Summa Cum Laude), Economics, 1978 POSITIONS HELD 2009-2012 : Co-Director, NBER Project on Housing Markets and the Financial Crisis 2006- : Research Associate, National Bureau of Economic Research 1999-03: Chair, Real Estate Department, The Wharton School, University of Pennsylvania 2007-2013 1998- : Director, Zell/Lurie Real Estate Center at Wharton, University of Pennsylvania 1998-05: Nonresident Senior Fellow, The Brookings Institution, Center on Urban and Metropolitan Affairs, Washington, D.C. 1998-99: Acting Chair, Real Estate Department, The Wharton School, University of Pennsylvania 1997-98: Faculty Associate, Lincoln Institute for Land Policy. 1996- : Professor of Real Estate, Finance, and Business Economics & Public Policy, The 1 Wharton School, University of Pennsylvania 1989-96: Associate Professor of Real Estate & Finance, The Wharton School, University of Pennsylvania 1993-1995: Research Director, Wharton Real Estate Center, University of Pennsylvania 1992-1993: Associate Director, Wharton Real Estate Center, University of Pennsylvania 1990-1991: Visiting Associate Professor of Management, John E. Anderson School of Management, UCLA 1989-1990, 1996: Visiting Scholar, Federal Reserve Bank of Philadelphia, Research Division 1984-1989: Assistant Professor of Finance, The Wharton School, University of Pennsylvania RESEARCH Primary Interests: Urban Economics, Housing, Real Estate Finance, Local Public Finance ARTICLES IN SCHOLARLY JOURNALS "Effects of Local Tax Structures on the Factor Intensity Composition of Manufacturing Activity Across Cities," Journal of Urban Economics, Vol. -
I&E Exhibit No. 1 Witness
I&E Exhibit No. 1 Witness: Rachel Maurer PENNSYLVANIA PUBLIC UTILITY COMMISSION v. UNITED WATER PENNSYLVANIA INC. Docket No. R-2015-2462723 Exhibit to Accompany the Direct Testimony of Rachel Maurer Bureau of Investigation & Enforcement Concerning: Rate of Return Summary of Cost of Capital Type of Capital Ratio Cost Rate Weighted Cost Long term Debt 44.91% 5.28% 2.37% Common Equity 55.09% 8.77% 4.83% Total 100.00% 7.20% Ms. Ahern's Proxy Group of Non-Price-Regulated Companies Ticker Company Industry AMGN Amgen Biotechnology BAX Baxter Medical Supplies (Invasive) BMY Bristol-Myers Squibb Drug BRO Brown & Brown Financial Services (Diversified) DGX Quest Diagnostics Medical Services DVA DaVita Healthcare Medical Services HAE Haemonetics Corp Medical Supplies (Non-Invasive) KR The Kroger Co. Retail/Wholesale Food LANC Lancaster Colony Household Products MCY Mercury General Insurance (Property/Casualty) MKL Markel Corp Insurance (Property/Casualty) NLY Annaly Capital Real Estate Investment Trust NWBI Northwest Bancshares Thrift ROST Ross Stores Inc. Retail (Softlines) SHW Sherwin-Williams Retail Building Supply SJM Smucker (JM) Co. Food Processing SLGN Silgan Holdings Packaging & Container SRCL Stericycle Inc. Environmental TAP Molson Coors Beverage TECH Bio-Techne Corp. Biotechnology THG Hanover Insurance Group Insurance (Property/Casualty) WMK Weis Markets Retail/Wholesale Food NYSE Alleghany Corp Insurance (Property/Casualty) Source UWPA Exhibit No. PMA-1, Schedule 8. March 13, 2015 MEDICAL SERVICES INDUSTRY 799 With the calendar nearing the end of the first INDUSTRY TIMELINESS: 20 (of 97) quarter of 2015, the Medical Services Industry continues its clean bill of health. After several may even need to be eschewed in the name of profitabil- years of average to subpar returns, the Affordable ity, but these are all just signs of the new times.