Brandes Quarterly Letter: Guarding Against Natural, Built-In Biases

Size: px
Start display at page:

Download "Brandes Quarterly Letter: Guarding Against Natural, Built-In Biases"

Transcription

1 Brandes Quarterly Letter: Guarding Against Natural, Built-In Biases April 5, 2019 by Team of Brandes Investment Partners Our thought leadership division, the Brandes Institute, routinely writes about biases that can derail even the best investment strategy. Cognitive biases such as anchoring, confirmation and survivorship are natural, built-in biases that can cause real damage if not identified and guarded against. We recommend establishing rules and guidelines to help investors manage innate biases. One effective resource we developed with behavioral finance expert Dr. Frank Murtha* is the Investor Stress Management Plan. This tool is designed for use by individual investors and plan participants. The idea is for them to describe in their own words the actions they will take, for example, during a market correction. By identifying logical responses before a stressful event happens, investors may feel a greater sense of control when one actually occurs because they knew it would happen and how to respond. On the theme of behavioral biases, two items caught our attention over the past few months. The first, which on the surface is unrelated to investing, provides a history lesson on how the U.S. armed forces sought to protect combat planes during WWII. 1 The second item, which is more directly related to investing, pertains to the largest cohort of professionals in our industry: 25 to 34 year olds. This group has never experienced a period in which value stocks outperformed their growth counterparts. Why do we think these seemingly unrelated items offer important insights for today s investment professionals in spotting and dealing with behavioral biases? Page 1, 2019 Advisor Perspectives, Inc. All rights reserved.

2 In an effort to help reduce damage from enemy fire, the U.S. military decided to armor its bombers and set out to determine the most efficient way to do it. They rigorously analyzed what they thought was all available data and produced a diagram indicating where the planes were sustaining the greatest damage. The theory was straightforward: Reinforce the areas with the most red dots (see corresponding image). However, the engineers succumbed to what has come to be known as survivorship bias. 2 This is the tendency to focus on the available data and ignore failures which may have reduced the size of the sample. The engineers failed to recognize the obvious the areas on the planes that sustained no damage were actually the most vulnerable. Why is that? Most of the planes that suffered hits to areas not marked by red dots the nose, engines and mid-body never made it home and were thus omitted from the sample. Therefore, the original conclusion on where to strengthen the planes, based on those that returned home, failed to consider all evidence. With greater insight, the engineers would have realized that they did not include all relevant data before they drew their conclusions. In the second item, a research report from Bank of America, we learn that, The largest age cohort of financial services employees is now 25 to 34 year olds (Source: BLS). The most memorable early event of their careers was likely the Financial Crisis. Growth and momentum stocks have outperformed for their entire careers, whereas value investing has been a losing proposition. The average level of the VIX (the CBOE Volatility Index) since they began working is 17, ~25% lower than the prior two decades average of Page 2, 2019 Advisor Perspectives, Inc. All rights reserved.

3 One need only look at the longer term (see table) for evidence that young investment professionals may be suffering from attention response (also knowns as recency bias), which is the tendency to incorrectly estimate the frequency or severity of an event based on recent exposure to it. 4 As value investors, we believe it s plainly evident that company valuations (the basis for value investing) have always mattered, surely matter today, and will matter in the future. The Bank of America report puts it succinctly (with emphasis added): The prototypical professional investor is likely focused on growth and momentum, thinks Financials are un-investible, is unused to volatility, and sees valuation as largely irrelevant. 5 We worry that such biases will lead to disappointing long-term outcomes. So, how to deal with these behavioral biases? We recommend looking beyond the immediately available data, broadening your time horizon beyond recent periods and challenging your prior conclusions especially those that feel the most comfortable. Given the natural tendency to generalize based on recent events (e.g., the period subsequent to the Global Financial Crisis), we encourage investors to consider a larger sample set (i.e., by including pre-crisis data) and focus on the bigger picture to avoid repeating possible pitfalls these biases can create. For more information on how to address biases in decision-making, or for additional details about how Brandes seeks to exploit these biases in the marketplace, please contact us. *Frank Murtha, Ph.D., co-founder of MarketPsych, specializes in helping others apply behavioral finance theories to enhance decision-making with the goal of improving returns. He has consulted to dozens of leading financial institutions and trained thousands of professionals. Dr. Murtha is not affiliated with Brandes Investment Partners. 1 Abraham Wald and the Missing Bullet Holes, Jordan Ellenberg. An excerpt from How Not To Be Wrong, Penguin Press, as published by Medium, July 14, One Man Explains Why WWII Aircraft Were Protected The Wrong Way, And It s An Important Example Of Survival Bias, By Rugile, BoredPanda Staff, Undated, boredpanda.com. 2 3, 5 "Critical Thinking Survivorship Bias, deadwildroses.com, March 18, US Equity Strategy in Pictures Two themes drive our calls, Bank of America Merrill Lynch, January 30, 2019, p From: brandes.com/us/advisors/training-the-investor-brain/behavioral-biases/attention-response. Source: Andreassen, P. B. (1990). Judgmental Extrapolation and Market Overreaction: On the Use and Disuse of News. Journal of Behavioral Decision Making. 3: doi: /bdm Page 3, 2019 Advisor Perspectives, Inc. All rights reserved.

4 The MSCI World Value Index with gross dividends captures large and mid cap securities across developed market countries exhibiting value style characteristics, defined using book value to price, 12- month forward earnings to price, and dividend yield. The MSCI World Growth Index with gross dividends captures large and mid cap securities across developed market countries exhibiting growth style characteristics, defined using long-term forward earnings per share (EPS) growth rate, short-term forward EPS growth rate, current internal growth rate, long-term historical EPS growth trend, and long-term historical sales per share growth trend. The MSCI information may only be used for your internal use, may not be reproduced or redisseminated in any form and may not be used as a basis for or a component of any financial instruments or products or indices. None of the MSCI information is intended to constitute investment advice or a recommendation to make (or retrain from making) any kind of investment decision and may not be relied on as such. Historical data and analysis should not be taken as an indication or guarantee of any future performance analysis, forecast or prediction. The MSCI information is provided on an as is basis and the user of this information assumes the entire risk or any uses made of this information. MSCI, each of its affiliates and each other person involved in or related to compiling, computing or creating any MSCI information (collectively, the MSCI Parties ) expressly disclaims all warranties (including without limitations, any warranties of originality, accuracy, completeness, timeliness, noninfringement, merchantability and fitness for a particular purpose) with respect to this information. Without limiting any of the foregoing, in no event shall any MSCI Party have any liability for any direct, indirect, special, incidental, punitive, consequential (including, without limitation, lost profits) or any other damages ( The CBOE Volatility Index is a market estimate of implied (expected) volatility that is calculated by using the midpoint of real-time S&P 500 Index (SPX) option bid/ask quotes. More specifically, the VIX Index is intended to provide an instantaneous measure of how much the market thinks the S&P 500 Index will fluctuate in the 30 days from the time of each tick of the VIX Index. There is no assurance that a forecast will be accurate. Because of the many variables involved, an investor should not rely on forecasts without realizing their limitations. The recommended reading has been prepared by independent sources which are not affiliated with Brandes Investment Partners. Any securities mentioned reflect independent analysts opinions and are not recommendations of Brandes Investment Partners. These materials are recommended for information purposes only and should not be used or construed as an offer to sell, a solicitation of an offer to buy, or a recommendation for any security. Past performance is not a guarantee of future results. No investment strategy can assure a profit or protect against loss. Brandes Investment Partners does not guarantee that the information supplied is accurate, complete or timely, or make any warranties with regard to the results obtained from its use. Brandes Investment Partners does not guarantee the suitability or potential value of any particular investment or information source. The information provided in this material should not be considered a recommendation to purchase or sell any particular security. It should not be assumed that any security transactions, holdings or sectors Page 4, 2019 Advisor Perspectives, Inc. All rights reserved.

5 discussed were or will be profitable, or that the investment recommendations or decisions we make in the future will be profitable or will equal the investment performance discussed herein. Strategies discussed are subject to change at any time by the investment manager in its discretion due to market conditions or opportunities. The Brandes investment approach tends to result in portfolios that are materially different than their benchmarks with regard to characteristics such as risk, volatility, diversification, and concentration. Market conditions may impact performance. International and emerging markets investing is subject to certain risks such as currency fluctuation and social and political changes; such risks may result in greater share price volatility. One cannot invest directly in an index. Past performance is not a guarantee of future results. The foregoing reflects the thoughts and opinions of Brandes Investment Partners exclusively and is subject to change without notice. Brandes Investment Partners is a registered trademark of Brandes Investment Partners, L.P. in the United States and Canada. Copyright Brandes Investment Partners ALL RIGHTS RESERVED. Brandes Investment Partners is a registered trademark of Brandes Investment Partners, L.P. in the United States and Canada. This Website may also contain trademarks of other companies. Page 5, 2019 Advisor Perspectives, Inc. All rights reserved.

Brandes Quarterly Letter: What a Difference a Year Can Make

Brandes Quarterly Letter: What a Difference a Year Can Make Brandes Quarterly Letter: What a Difference a Year Can Make January 9, 2019 by Team of Brandes Investment Partners By the close of 2018, the investment climate had changed significantly from just a year

More information

VIX to Fall; Stocks to Rise; Small to Outperform

VIX to Fall; Stocks to Rise; Small to Outperform RBC Capital Markets, LLC October 14, 2014 VIX to Fall; Stocks to Rise; Small to Outperform Market Delivers Above-Average Returns Following Volatility Spikes Investor concerns regarding global growth have

More information

MSCI VALUE WEIGHTED INDEXES METHODOLOGY

MSCI VALUE WEIGHTED INDEXES METHODOLOGY INDEX METHODOLOGY MSCI VALUE WEIGHTED INDEXES METHODOLOGY September 2017 SEPTEMBER 2017 CONTENTS 1 Introduction... 3 2 Index Construction Methodology... 5 2.1 Applicable Universe:... 5 2.2 Reweighting

More information

AGF Elements Balanced Portfolio

AGF Elements Balanced Portfolio AGF Elements Balanced Portfolio Q1 2018 Report January 2018 AGF ASSET ALLOCATION COMMITTEE RECOMMENDATIONS AGF Elements Portfolios were rebalanced on January 12, 2018. The following diagram represents

More information

What s Next for Investors in 2018?

What s Next for Investors in 2018? MARKETS What s Next for Investors in 2018? The correction in global equities is stoking fears of a prolonged selloff putting an end to one of the longest, most profitable bull runs in history. While recent

More information

Smart Beta Dashboard. Thoughts at a Glance. January By the SPDR Americas Research Team

Smart Beta Dashboard. Thoughts at a Glance. January By the SPDR Americas Research Team By the SPDR Americas Research Team Thoughts at a Glance 2017 marked another year of factor performance shifts. s comeback in the US on the heels of the US election and the potential for a Trump-flation

More information

MSCI CUSTOM RISK WEIGHTED INDEXES

MSCI CUSTOM RISK WEIGHTED INDEXES INVESTOR INSIGHT MSCI RISK WEIGHTED INDEXES MSCI CUSTOM RISK WEIGHTED INDEXES An Approach to Combining Low Risk and Size Exposure Index Marketing December 2016 DECEMBER 2016 The MSCI Risk Weighted Indexes

More information

Advisor Briefing Why Alternatives?

Advisor Briefing Why Alternatives? Advisor Briefing Why Alternatives? Key Ideas Alternative strategies generally seek to provide positive returns with low correlation to traditional assets, such as stocks and bonds By incorporating alternative

More information

Original Research for Inquisitive Investors. Income as the Source of Long-Term Returns BRANDES.COM/INSTITUTE

Original Research for Inquisitive Investors. Income as the Source of Long-Term Returns BRANDES.COM/INSTITUTE Original Research for Inquisitive Investors Income as the Source of Long-Term Returns BRANDES.COM/INSTITUTE BRANDESINSTITUTE@BRANDES.COM Income as the Source of Long-Term Returns I. Introduction During

More information

MARKETS ARE WORRIED DESPITE LOW-VOL SLUMBER

MARKETS ARE WORRIED DESPITE LOW-VOL SLUMBER THOUGHT LEADERSHIP MARKETS ARE WORRIED DESPITE LOW-VOL SLUMBER June 2017 JUNE 2017 Institutional investors may be scratching their heads at why the widely watched measure of market concern known colloquially

More information

Athene Annuity and Life Company. Merrill Lynch RPM Index. Modern Index Construction Designed to Reduce Risk and Leverage Positive Momentum

Athene Annuity and Life Company. Merrill Lynch RPM Index. Modern Index Construction Designed to Reduce Risk and Leverage Positive Momentum Athene Annuity and Life Company Merrill Lynch RPM Index Modern Index Construction Designed to Reduce Risk and Leverage Positive Momentum 57971 (02/18) A New Index Option from the Most Innovative Investment

More information

Guide to investment risk and return. January 2009

Guide to investment risk and return. January 2009 Guide to investment risk and return January 2009 Guide to investment risk and return This guide is designed to help you choose an asset allocation for your investment or super portfolio. It provides an

More information

Smart Beta Dashboard. Thoughts at a Glance. March By the SPDR Americas Research Team

Smart Beta Dashboard. Thoughts at a Glance. March By the SPDR Americas Research Team By the SPDR Americas Research Team Thoughts at a Glance For the first two months of Q1, US outperformed the broader market by nearly 5%. However, as 10-year Treasury yields and inflation expectations came

More information

MSCI SIZE TILT INDEXES METHODOLOGY

MSCI SIZE TILT INDEXES METHODOLOGY INDEX METHODOLOGY MSCI SIZE TILT INDEXES METHODOLOGY November 2014 NOVEMBER 2014 CONTENTS 1 Introduction... 3 2 Index Construction Methodology... 4 2.1 Applicable Universe... 4 2.2 Weighting Scheme...

More information

ESG Investing: Research & Benchmarks. Thomas Kuh, PhD Executive Director and Global Head of ESG Indexes, MSCI

ESG Investing: Research & Benchmarks. Thomas Kuh, PhD Executive Director and Global Head of ESG Indexes, MSCI ESG Investing: Research & Benchmarks Thomas Kuh, PhD Executive Director and Global Head of ESG Indexes, MSCI 1 ESG RATINGS: DISTILLING THE SIGNAL FROM THE DATA DATA 1,000 ESG data points 65,000 Individual

More information

Smart Beta Dashboard. Thoughts at a Glance. June By the SPDR Americas Research Team

Smart Beta Dashboard. Thoughts at a Glance. June By the SPDR Americas Research Team By the SPDR Americas Research Team Thoughts at a Glance Factor performance diverged across regions in Q2. In the US, all factors with the exception of underperformed broad US equities. As volatility in

More information

EXPERT SERIES STRATEGIC BETA IN EMERGING MARKETS

EXPERT SERIES STRATEGIC BETA IN EMERGING MARKETS NOVEMBER 2016 EXPERT SERIES STRATEGIC BETA IN EMERGING MARKETS Highlights There is an opportunity for investors in EM to implement a rules-based investment process that reflects the systemization of alpha

More information

Quantitative Easing and the Dollar-Yen Carry Trade

Quantitative Easing and the Dollar-Yen Carry Trade MARCH 2018 INTERNATIONAL EQUITY WHITEPAPER Quantitative Easing and the Dollar-Yen Carry Trade Leila Heckman, Ph.D., Founder John Mullin, Ph.D., Chief Strategist For More Information (917) 386-6261 www.heckmanglobal.com

More information

Spread and Volatility April 2013

Spread and Volatility April 2013 April 213 contact Asia Pacific +852.2846.35 Canada +1.416.874.9 EMEA +44.2.767.4 United States +1.212.588.4 info@itg.com www.itg.com Spread and Volatility April 213 VIX fluctuated widely in April while

More information

MSCI CUSTOM RISK WEIGHTED INDEXES

MSCI CUSTOM RISK WEIGHTED INDEXES INVESTOR INSIGHT MSCI RISK WEIGHTED INDEXES HEDGED TO CAD MSCI CUSTOM RISK WEIGHTED INDEXES An Approach to Combining Low Risk and Size Exposure Index Marketing December 2016 DECEMBER 2016 The MSCI Risk

More information

Spread and Volatility February 2013

Spread and Volatility February 2013 February 213 contact Asia Pacific +852.2846.35 Canada +1.416.874.9 EMEA +44.2.767.4 United States +1.212.588.4 info@itg.com www.itg.com Spread and Volatility February 213 The VIX index jumped by 35% in

More information

Columbia Threadneedle Investments Emerging Market Investor Sentiment Survey

Columbia Threadneedle Investments Emerging Market Investor Sentiment Survey Columbia Threadneedle Investments Emerging Market Investor Sentiment Survey Conducted in December 2016 The content of this presentation is presented for general information purposes only. Nothing contained

More information

MSCI CUSTOM RISK WEIGHTED INDEXES

MSCI CUSTOM RISK WEIGHTED INDEXES INVESTOR INSIGHT MSCI RISK WEIGHTED INDEXES HEDGED TO CAD MSCI CUSTOM RISK WEIGHTED INDEXES An Approach to Combining Low Risk and Size Exposure Index Marketing June 2017 JUNE 2017 The MSCI Risk Weighted

More information

Wasatch Global Opportunities Fund (WAGOX/WIGOX) Quarterly Comments from Lead Portfolio Managers JB Taylor and Ajay Krishnan, CFA

Wasatch Global Opportunities Fund (WAGOX/WIGOX) Quarterly Comments from Lead Portfolio Managers JB Taylor and Ajay Krishnan, CFA Wasatch Global Opportunities Fund (WAGOX/WIGOX) Quarterly Comments from Lead Portfolio Managers JB Taylor and Ajay Krishnan, CFA Open to all investors Average Annual Total Returns For Periods Ended December

More information

Sector Models: An Insightful View of Risk and Return

Sector Models: An Insightful View of Risk and Return Barra Insight Using Barra Models to Better Understand the Investment Environment Israel Solares-Moya Israel.solares-moya@ An important component of an effective risk model is its ability to evaluate relevant

More information

MSCI CANADA CUSTOM CAPPED INDEX METHODOLOGY

MSCI CANADA CUSTOM CAPPED INDEX METHODOLOGY INDEX METHODOLOGY MSCI CANADA CUSTOM CAPPED INDEX METHODOLOGY Rahman, Atiqur August 2017 AUGUST 2017 CONTENTS 1 Introduction... 3 2 Index Construction and Maintenance... 4 2017 MSCI Inc. All rights reserved.

More information

Seek to Improve US Equity Exposure

Seek to Improve US Equity Exposure Seek to Improve US Equity Exposure Seek Higher Returns by Investing Beyond Mega Caps Large US companies (ex mega caps) historically provided stronger returns than mega caps, 1 yet are under represented

More information

Non-US US Non-US US Non-US US. What does that mean for you as an investor? Why Invesco International Growth Fund? 1 Consistency of performance

Non-US US Non-US US Non-US US. What does that mean for you as an investor? Why Invesco International Growth Fund? 1 Consistency of performance Invesco International Growth Fund Seeking quality growth abroad Equity Objective Seeks long-term growth of capital A: AIIEX C: AIECX Y: AIIYX R: AIERX R5: AIEVX R6: IGFRX Fund facts and figures 26 years

More information

MSCI DIVERSIFIED MULTIPLE-FACTOR INDEXES METHODOLOGY

MSCI DIVERSIFIED MULTIPLE-FACTOR INDEXES METHODOLOGY INDEX METHODOLOGY MSCI DIVERSIFIED MULTIPLE-FACTOR INDEXES METHODOLOGY February 2019 FEBRUARY 2019 CONTENTS 1 Introduction... 3 2 Index Construction Methodology... 4 2.1 Applicable Universe... 4 2.2 Constituent

More information

MSCI Consultation on the Design of a Family of China A Style Indices. January 2006

MSCI Consultation on the Design of a Family of China A Style Indices. January 2006 MSCI Consultation on the Design of a Family of China A Style Indices January 2006 Table of Content Introduction Investment Needs and Rationale for Style in China Summary of Proposals Issues in Style Segmentation

More information

MSCI DIVERSIFIED MULTIPLE-FACTOR INDEXES METHODOLOGY

MSCI DIVERSIFIED MULTIPLE-FACTOR INDEXES METHODOLOGY INDEX METHODOLOGY MSCI DIVERSIFIED MULTIPLE-FACTOR INDEXES METHODOLOGY June 2017 JUNE 2017 CONTENTS 1 Introduction...3 2 Index Construction Methodology...4 2.1 Applicable Universe...4 2.2 Constituent Identification...4

More information

- MSCI USA LOW SIZE INDEX - MSCI WORLD EX USA LOW

- MSCI USA LOW SIZE INDEX - MSCI WORLD EX USA LOW INDEX METHODOLOGY METHODOLOGY BOOK FOR: MSCI USA LOW SIZE INDEX, MSCI WORLD EX USA LOW SIZE INDEX METHODOLOGY BOOK FOR: - MSCI USA LOW SIZE INDEX - MSCI WORLD EX USA LOW SIZE INDEX September 2018 SEPTEMBER

More information

MSCI Value Weighted Indices Methodology

MSCI Value Weighted Indices Methodology Methodology November, 2010 2010 MSCI Inc All rights reserved 1 of 11 Outline Section 1: Introduction 3 Section 2: Index Construction Methodology 4 Section 21: Applicable Universe: 4 Section 22: Reweighting

More information

How to Assess Real Exchange Rate Overvaluation

How to Assess Real Exchange Rate Overvaluation JANUARY 2018 INTERNATIONAL EQUITY WHITEPAPER How to Assess Real Exchange Rate Overvaluation Leila Heckman, Ph.D., Founder John Mullin, Ph.D., Chief Strategist For More Information (917) 386-6261 www.heckmanglobal.com

More information

Since Inception Driehaus Micro Cap Growth-Gross (1/1/96) 0.17 % 4.78 % % % % % % 21.78%

Since Inception Driehaus Micro Cap Growth-Gross (1/1/96) 0.17 % 4.78 % % % % % % 21.78% DRIEHAUS CAPITAL MANAGEMENT DECEMBER 2017 Performance Update Annualized Returns Composite/Index (Inception Date) Dec QTR YTD 1 Year 3 Year 5 Year 10 Year Since Inception Driehaus Micro Cap Growth-Gross

More information

MSCI CANADA HIGH DIVIDEND YIELD 10% SECURITY CAPPED INDEX METHODOLOGY

MSCI CANADA HIGH DIVIDEND YIELD 10% SECURITY CAPPED INDEX METHODOLOGY INDEX METHODOLOGY MSCI CANADA HIGH DIVIDEND YIELD 10% SECURITY CAPPED INDEX METHODOLOGY Rahman, Atiqur May 2017 CONTENTS 1 Introduction... 3 2 Constructing and Maintaining the MSCI Canada High Dividend

More information

MSCI TOP 50 DIVIDEND INDEXES METHODOLOGY

MSCI TOP 50 DIVIDEND INDEXES METHODOLOGY INDEX METHODOLOGY MSCI TOP 50 DIVIDEND INDEXES METHODOLOGY September 2017 SEPTEMBER 2017 CONTENTS 1 Introduction... 3 2 Constructing the MSCI Top 50 Dividend Indexes... 4 2.1 Applicable Universe... 4 2.2

More information

Investec Value investing. Alastair Mundy Portfolio Manager January 2016

Investec Value investing. Alastair Mundy Portfolio Manager January 2016 Investec Value investing Alastair Mundy Portfolio Manager January 2016 Target audience This document is being provided for informational purposes for discussion with institutional investors and financial

More information

Protective Asset Builder

Protective Asset Builder Protective Asset Builder Indexed Annuity Interest Crediting Strategies Protect and Grow Your Assets Financial security and a comfortable retirement depend on protecting and growing your assets. But many

More information

HEALTHCARE INDEX ADVISORY GROUP

HEALTHCARE INDEX ADVISORY GROUP HEALTHCARE INDEX ADVISORY GROUP 2 nd March 218 218 MSCI Inc. All rights reserved. Please refer to the disclaimer at the end of this document. INDEX CONTRIBUTORS Arena Investment Management Australian Unity

More information

MSCI DIVERSIFIED MULTI-FACTOR INDEXES METHODOLOGY

MSCI DIVERSIFIED MULTI-FACTOR INDEXES METHODOLOGY INDEX METHODOLOGY MSCI DIVERSIFIED MULTI-FACTOR INDEXES METHODOLOGY April 2015 APRIL 2015 CONTENTS 1 Introduction... 3 2 Index Construction Methodology... 4 2.1 Applicable Universe... 4 2.2 Constituent

More information

FOCUS: SIZE. Factor Investing. msci.com

FOCUS: SIZE. Factor Investing. msci.com FOCUS: SIZE Factor Investing msci.com FACTOR INVESTING FACTOR FOCUS: SIZE IN THE REALM OF INVESTING, A FACTOR IS ANY CHARACTERISTIC THAT HELPS EXPLAIN THE LONG-TERM RISK AND RETURN PERFORMANCE OF AN ASSET.

More information

THE CASE FOR INTERNATIONAL EQUITIES

THE CASE FOR INTERNATIONAL EQUITIES THE CASE FOR INTERNATIONAL EQUITIES Most investors today hold the majority of their equities in domestic companies but why? These investors may be missing out on enormous potential benefits for their portfolios.

More information

MSCI ALL PAKISTAN SELECT 25/50 INDEX METHODOLOGY

MSCI ALL PAKISTAN SELECT 25/50 INDEX METHODOLOGY INDEX METHODOLOGY MSCI ALL PAKISTAN SELECT 25/50 INDEX METHODOLOGY April 2015 APRIL 2015 CONTENTS 1 Introduction... 3 2 Constructing the MSCI All Pakistan Select 25/50 Index... 4 2.1 Applying Liquidity

More information

MSCI REAL ESTATE INDEX - OVERSIGHT COMMITTEE

MSCI REAL ESTATE INDEX - OVERSIGHT COMMITTEE MSCI REAL ESTATE INDEX - OVERSIGHT COMMITTEE Terms of Reference October 2017 OCTOBER 2017 GENERAL MSCI uses four main committees to provide overall oversight and governance for benchmark administration

More information

MSCI REAL ESTATE INDEX RISK AND REGULATORY COMMITTEE

MSCI REAL ESTATE INDEX RISK AND REGULATORY COMMITTEE MSCI REAL ESTATE INDEX RISK AND REGULATORY COMMITTEE Terms of Reference October 2017 OCTOBER 2017 GENERAL MSCI uses four main committees to provide overall oversight and governance for benchmark administration

More information

CONSULTATION TO ADDRESS CONTINUOUS LISTING STANDARDS FOR US LISTED EXCHANGE TRADED PRODUCTS

CONSULTATION TO ADDRESS CONTINUOUS LISTING STANDARDS FOR US LISTED EXCHANGE TRADED PRODUCTS CONSULTATION TO ADDRESS CONTINUOUS LISTING STANDARDS FOR US LISTED EXCHANGE TRADED PRODUCTS July 217 217 MSCI Inc. All rights reserved. SUMMARY AND BACKGROUND Until now, US-listed exchange traded products

More information

MSCI MARKET NEUTRAL BARRA FACTOR INDEXES METHODOLOGY

MSCI MARKET NEUTRAL BARRA FACTOR INDEXES METHODOLOGY INDEX METHODOLOGY MSCI MARKET NEUTRAL BARRA FACTOR INDEXES METHODOLOGY September SEPTEMBER CONTENTS 1 Introduction... 3 2 Main Characteristics of MSCI Market Neutral Barra Factor Indexes... 4 3 Constructing

More information

MSCI FACTOR MIX A- SERIES INDEXES METHODOLOGY

MSCI FACTOR MIX A- SERIES INDEXES METHODOLOGY INDEX METHODOLOGY MSCI FACTOR MIX A- SERIES INDEXES METHODOLOGY April 2016 APRIL 2016 CONTENTS 1 Introduction... 3 2 Constructing the MSCI Factor Mix A-Series Indexes... 4 2.1 Determining the Components

More information

U.S. Equities LONG-TERM BENEFITS OF THE T. ROWE PRICE APPROACH TO ACTIVE MANAGEMENT

U.S. Equities LONG-TERM BENEFITS OF THE T. ROWE PRICE APPROACH TO ACTIVE MANAGEMENT PRICE PERSPECTIVE February 2017 In-depth analysis and insights to inform your decision-making. U.S. Equities LONG-TERM BENEFITS OF THE T. ROWE PRICE APPROACH TO ACTIVE MANAGEMENT T. Rowe Price has demonstrated

More information

MSCI LOW SIZE INDEXES

MSCI LOW SIZE INDEXES MSCI LOW SIZE INDEXES msci.com Size-based investing has been an integral part of the investment process for decades. More recently, transparent and rules-based factor indexes have become widely used tools

More information

Todd International Intrinsic Value Review

Todd International Intrinsic Value Review January 18, 2019 Intrinsic Value Team Todd Asset Management Todd International Intrinsic Value Review 4Q 2018 1 Year 3 Year* 5 Year* 7 Year* 10 Year* International Intrinsic Value (Gross) -16.4% -17.7%

More information

Investing in real assets

Investing in real assets MULTI-ASSET SOLUTIONS Investing in real assets Income, diversification and inflation protection INVESTED. TOGETHER. What are real assets? A real asset is a tangible asset you can touch like a bridge, or

More information

MSCI VOLATILITY TILT INDEXES METHODOLOGY

MSCI VOLATILITY TILT INDEXES METHODOLOGY INDEX METHODOLOGY MSCI VOLATILITY TILT INDEXES METHODOLOGY June 2014 JUNE 2014 CONTENTS 1 Introduction... 3 2 Index Construction Methodology... 4 2.1 Applicable Universe... 4 2.2 Weighting Scheme... 4

More information

5 Reasons to Invest in Absolute Return Multi-Strategy Growth. EONIA + 500bps p.a. Jan 10. Jan 09. Jul 09. Jul 10. Apr 09. Oct 09. Apr 10.

5 Reasons to Invest in Absolute Return Multi-Strategy Growth. EONIA + 500bps p.a. Jan 10. Jan 09. Jul 09. Jul 10. Apr 09. Oct 09. Apr 10. 5 Reasons to Invest in Absolute Return Multi-Strategy Growth FOCUS 5Reasons 1. Targeting equity-like returns over the medium term 2. Seeks lower volatility than global equities 3. Pursues alternative sources

More information

MSCI EQUITY INDEX POLICY REGARDING UNITED STATES IRS 871(M) REGULATIONS RELATING TO THE DEFINITION OF A QUALIFIED INDEX

MSCI EQUITY INDEX POLICY REGARDING UNITED STATES IRS 871(M) REGULATIONS RELATING TO THE DEFINITION OF A QUALIFIED INDEX MSCI EQUITY INDEX POLICY REGARDING UNITED STATES IRS 871(M) REGULATIONS RELATING TO THE DEFINITION OF A QUALIFIED INDEX August 2016 BACKGROUND On September 17, 2015, the U.S. Internal Revenue Service (

More information

Big Currency Depreciations: What Happens Next?

Big Currency Depreciations: What Happens Next? JUNE 2018 INTERNATIONAL EQUITY WHITEPAPER Big Currency Depreciations: What Happens Next? Leila Heckman, Ph.D., Founder John Mullin, Ph.D., Chief Strategist For More Information (917) 386-6261 www.heckmanglobal.com

More information

HARNESSING THE POWER OF FACTOR MODELS

HARNESSING THE POWER OF FACTOR MODELS HARNESSING THE POWER OF FACTOR MODELS Enabling an Integrated View of Risk and Return Jean-Maurice Ladure, CFA Head of Equity Applied Research in EMEA, MSCI October 2017 2015 MSCI Inc. All rights reserved.

More information

MSCI ESG UNIVERSAL INDEXES METHODOLOGY

MSCI ESG UNIVERSAL INDEXES METHODOLOGY INDEX METHODOLOGY MSCI ESG UNIVERSAL INDEXES METHODOLOGY May 2018 MAY 2018 CONTENTS 1 Introduction... 3 2 MSCI ESG Research... 4 2.1 MSCI ESG Ratings... 4 2.2 MSCI ESG Controversies... 4 2.3 MSCI ESG Business

More information

Mid Cap: A Sweet Spot for Performance

Mid Cap: A Sweet Spot for Performance EDUCATION Equity 101 CONTRIBUTORS Fei Mei Chan Director Index Investment Strategy feimei.chan@spglobal.com Craig Lazzara, CFA Managing Director Global Head of Index Investment Strategy craig.lazzara@spglobal.com

More information

IPD PAN EUROPEAN QUARTERLY TRANSACTION LINKED INDICATORS

IPD PAN EUROPEAN QUARTERLY TRANSACTION LINKED INDICATORS IPD TRANSACTION LINKED INDICATORS IPD PAN EUROPEAN QUARTERLY TRANSACTION LINKED INDICATORS April 2015 APRIL 2015 CONTENTS IPD Pan European Quarterly Transaction Linked Indicators... 3 IPD Transaction Linked

More information

MSCI ALL PORTUGAL PLUS 25/50 INDEX

MSCI ALL PORTUGAL PLUS 25/50 INDEX INDEX METHODOLOGY MSCI ALL PORTUGAL PLUS 25/50 INDEX December 2016 DECEMBER 2016 CONTENTS 1 Introduction... 3 2 Constructing and Maintaining the MSCI All Portugal Plus 25/50 Index... 4 MSCI.COM PAGE 2

More information

Monthly 3 Month YTD 1 YR 3 YR 5 YR 7 YR

Monthly 3 Month YTD 1 YR 3 YR 5 YR 7 YR Page 1 COMPOSITE PERFORMANCE June 30, 2017 International Strategies Composite Benchmark ANNUALIZED Monthly 3 Month YTD 1 YR 3 YR 5 YR 7 YR Firm AUM (in millions): $2,086 Since Tracking Error Date Product

More information

Pioneer Global Equity Fund

Pioneer Global Equity Fund Pioneer Global Equity Fund COMMENTARY Performance Analysis & Commentary March 2018 Fund Ticker Symbol: GLOSX (Class A); PGSYX (Class Y) amundipioneer.com First Quarter Review The Fund s Class A shares

More information

MSCI 25/50 INDEXES METHODOLOGY

MSCI 25/50 INDEXES METHODOLOGY INDEX METHODOLOGY MSCI 25/50 INDEXES METHODOLOGY February 2014 FEBRUARY 2014 CONTENTS 1 Introduction to the MSCI 25/50 Indexes... 3 Introduction... 3 2 Index Objectives and Guiding Principles... 4 2.1

More information

MSCI USA ESG SELECT INDEX METHODOLOGY

MSCI USA ESG SELECT INDEX METHODOLOGY INDEX METHODOLOGY MSCI USA ESG SELECT INDEX METHODOLOGY February 2013 FEBRUARY 2013 CONTENTS 1 Introduction... 3 2 ESG Research Framework... 4 2.1 MSCI ESG Intangible Value Assessment... 4 2.2 MSCI ESG

More information

MSCI CYCLICAL AND DEFENSIVE SECTORS INDEXES METHODOLOGY

MSCI CYCLICAL AND DEFENSIVE SECTORS INDEXES METHODOLOGY INDEX METHODOLOGY MSCI CYCLICAL AND DEFENSIVE SECTORS INDEXES METHODOLOGY August 2016 AUGUST 2016 CONTENTS 1 Introduction... 3 2 Constructing MSCI Cyclical and Defensive Sectors Indexes... 4 2.1 Constituent

More information

CONSTRUCTING AND ANALYSING MULTI-ASSET CLASS PORTFOLIOS

CONSTRUCTING AND ANALYSING MULTI-ASSET CLASS PORTFOLIOS CONSTRUCTING AND ANALYSING MULTI-ASSET CLASS PORTFOLIOS Yana Vardarska, Vice President, MSCI Sam Rubandhas, Executive Director, MSCI #MSCIconf AGENDA Overview of the wealth management Investment problem

More information

Small Cap Allocation for Japanese Investors December 2007

Small Cap Allocation for Japanese Investors December 2007 Small Cap Allocation for Japanese Investors Introduction For many years, the equity allocation of Japanese institutional investors has typically been split between domestic and international assets and

More information

MULTI-FACTOR INDEXES MADE SIMPLE

MULTI-FACTOR INDEXES MADE SIMPLE MULTI-FACTOR INDEXES MADE SIMPLE A REVIEW OF STATIC AND DYNAMIC APPROACHES Multi-factor index fund allocations are increasingly becoming the preferred approach to factor investing. In this paper, we examine

More information

Does Past Performance Matter? The Persistence Scorecard

Does Past Performance Matter? The Persistence Scorecard RESEARCH Active vs. Passive CONTRIBUTORS Aye M. Soe, CFA Managing Director Global Research & Design aye.soe@spglobal.com Ryan Poirier, FRM Senior Analyst Global Research & Design ryan.poirier@spglobal.com

More information

Additional series available. Morningstar TM Rating. Funds in category. Equity style Fixed inc style. of fixed income allocation

Additional series available. Morningstar TM Rating. Funds in category. Equity style Fixed inc style. of fixed income allocation Sun Life Granite Conservative Class Series A Additional series available NOTE: This Fund is a class of mutual fund shares of Sun Life Global Investments Corporate Class Inc. $11.5381 Net asset value per

More information

MSCI CANADA HIGH DIVIDEND YIELD 10% SECURITY CAPPED INDEX METHODOLOGY

MSCI CANADA HIGH DIVIDEND YIELD 10% SECURITY CAPPED INDEX METHODOLOGY INDEX METHODOLOGY MSCI CANADA HIGH DIVIDEND YIELD 10% SECURITY CAPPED INDEX METHODOLOGY Rahman, Atiqur November 2017 CONTENTS 1 Introduction... 3 2 Constructing and Maintaining the MSCI Canada High Dividend

More information

MSCI RUSSIA CAPPED INDEX

MSCI RUSSIA CAPPED INDEX INDEX METHODOLOGY MSCI RUSSIA CAPPED INDEX September 2017 SEPTEMBER 2017 CONTENTS 1 Introduction... 3 2 Constructing the MSCI Russia Capped Index... 4 3 Maintaining the MSCI Russia Capped Index... 5 3.1

More information

MSCI CYCLICAL AND DEFENSIVE SECTORS INDEXES METHODOLOGY

MSCI CYCLICAL AND DEFENSIVE SECTORS INDEXES METHODOLOGY INDEX METHODOLOGY MSCI CYCLICAL AND DEFENSIVE SECTORS INDEXES METHODOLOGY November NOVEMBER CONTENTS 1 Introduction... 3 2 Constructing MSCI Cyclical and Defensive Sectors Indexes... 4 2.1 Constituent

More information

MSCI CARBON FOOTPRINT INDEX RATIOS METHODOLOGY

MSCI CARBON FOOTPRINT INDEX RATIOS METHODOLOGY MSCI CARBON FOOTPRINT INDEX RATIOS METHODOLOGY MSCI Methodology for Carbon Footprint Index Ratios January 2018 JANUARY 2018 CONTENTS INTRODUCTION..3 1 DEFINITION AND CALCULATION METHODOLOGY... 3 1.1 SECURITY

More information

Additional series available. Morningstar TM Rating. Funds in category. Fixed income % of fixed income allocation

Additional series available. Morningstar TM Rating. Funds in category. Fixed income % of fixed income allocation Sun Life Granite Balanced Portfolio Series A $13.1649 Net asset value per security (NAVPS) as of November 27, 2017 $-0.0102-0.08% Benchmark Blended benchmark Fund category Global Neutral Balanced Additional

More information

In this world nothing can be said to be certain, except death and taxes. 1 Benjamin Franklin

In this world nothing can be said to be certain, except death and taxes. 1 Benjamin Franklin December 2017 Death, Taxes and Short-Term Underperformance: International Funds In this world nothing can be said to be certain, except death and taxes. 1 Benjamin Franklin Since the Brandes Institute

More information

MSCI WORLD SELECT 5-FACTOR ESG LOW CARBON TARGET INDEX METHODOLOGY

MSCI WORLD SELECT 5-FACTOR ESG LOW CARBON TARGET INDEX METHODOLOGY INDEX METHODOLOGY MSCI WORLD SELECT 5-FACTOR ESG LOW CARBON TARGET INDEX METHODOLOGY September 2018 SEPTEMBER 2018 CONTENTS 1 Introduction... 3 2 ESG Research Framework... 4 2.1 MSCI ESG CarbonMetrics...

More information

MSCI REQUIREMENTS FOR REAL ESTATE VALUATIONS

MSCI REQUIREMENTS FOR REAL ESTATE VALUATIONS MSCI REQUIREMENTS FOR REAL ESTATE VALUATIONS MSCI REQUIREMENTS FOR REAL ESTATE VALUATIONS MSCI Private Real Estate Indexes January 18, 2019 JANUARY 2019 MSCI REQUIREMENTS FOR REAL ESTATE VALUATIONS CONTENTS

More information

MSCI LATIN AMERICA PACIFIC ALLIANCE INDEX

MSCI LATIN AMERICA PACIFIC ALLIANCE INDEX INDEX METHODOLOGY MSCI LATIN AMERICA PACIFIC ALLIANCE INDEX August 2014 AUGUST 2014 CONTENTS 1 Introduction... 3 2 Constructing the MSCI Latin America Pacific Alliance index... 4 2.1 Define the Eligible

More information

OPPORTUNITIES AND RISKS

OPPORTUNITIES AND RISKS 2016 ESG TRENDS TO WATCH OPPORTUNITIES AND RISKS Linda-Eling Lee, Global Head of ESG Research 2016 ESG TRENDS TO WATCH OPPORTUNITIES AND RISKS Environmental, social and governance concerns may play a growing

More information

Death, Taxes and Short-Term Underperformance: Emerging Market Funds

Death, Taxes and Short-Term Underperformance: Emerging Market Funds Death, Taxes and Short-Term Underperformance: Emerging Market Funds In this world nothing can be said to be certain, except death and taxes. 1 Benjamin Franklin March 2018 Since the Brandes Institute first

More information

IPD AUSTRALIA HEALTHCARE INDEX

IPD AUSTRALIA HEALTHCARE INDEX IPD AUSTRALIA HEALTHCARE INDEX Q4 2015 Results Index Sponsor 2016 MSCI Inc. All rights reserved. Please refer to the disclaimer at the end of this document. INDEX CONTRIBUTORS Australian Unity Generation

More information

MSCI RUSSIA LOCAL LIQUIDITY SCREENED CAPPED INDEX

MSCI RUSSIA LOCAL LIQUIDITY SCREENED CAPPED INDEX INDEX METHODOLOGY MSCI RUSSIA LOCAL LIQUIDITY SCREENED CAPPED INDEX September 2017 SEPTEMBER 2017 CONTENTS 1 Introduction... 3 2 Constructing the MSCI Russia Local Liquidity Screened Capped Index... 4

More information

MSCI EMERGING MARKETS HORIZON INDEX METHODOLOGY

MSCI EMERGING MARKETS HORIZON INDEX METHODOLOGY INDEX METHODOLOGY MSCI EMERGING MARKETS HORIZON INDEX METHODOLOGY July 2014 JULY 2014 CONTENTS 1 Introduction... 3 2 Constructing MSCI Emerging Markets Horizon Index... 4 2.1 Calculating Weights for Each

More information

Know what your robotics and automation investment is doing for you

Know what your robotics and automation investment is doing for you Know what your robotics and automation investment is doing for you By Richard Lightbound CEO ROBO Global Europe & Asia In this note, we want to highlight to potential investors in robotics and automation

More information

Factor Investing & Smart Beta

Factor Investing & Smart Beta Factor Investing & Smart Beta Raina Oberoi VP, Index Applied Research MSCI 1 Outline What is Factor Investing? Minimum Volatility Index Methodology Historical Performance and Index Characteristics Risk

More information

Are A & B Different Shades of Gray? Source: Edward H. Adelson, 1995.

Are A & B Different Shades of Gray? Source: Edward H. Adelson, 1995. Are A & B Different Shades of Gray? Source: Edward H. Adelson, 1995. 1 Are A & B Different Shades of Gray? Source: Edward H. Adelson, 1995. 2 Prospect Theory & Framing System 1 (fast thinking, taking

More information

MSCI AUSTRALIA SELECT HIGH DIVIDEND YIELD INDEX

MSCI AUSTRALIA SELECT HIGH DIVIDEND YIELD INDEX INDEX METHODOLOGY MSCI AUSTRALIA SELECT HIGH DIVIDEND YIELD INDEX September 2017 SEPTEMBER 2017 CONTENTS 1 Introduction... 3 2 Constructing the MSCI Australia Select High Dividend Yield Index... 4 3 Maintaining

More information

Additional series available. Morningstar TM Rating. Funds in category. Fixed income %

Additional series available. Morningstar TM Rating. Funds in category. Fixed income % Sun Life Granite Growth Portfolio Series A $13.8069 Net asset value per security (NAVPS) as of March 06, 2018 $0.0088 0.06% Benchmark Blended benchmark Fund category Global Equity Balanced Additional series

More information

Additional series available. Morningstar TM Rating. Funds in category 321. Fixed income % of fixed income allocation

Additional series available. Morningstar TM Rating. Funds in category 321. Fixed income % of fixed income allocation Sun Life Granite Conservative Portfolio Investment objective Series A $11.4092 Net asset value per security (NAVPS) as of August 21, 2018 $-0.0023-0.02% Benchmark Blended benchmark Fund category Global

More information

MSCI RESPONSE TO THE FCA CONSULTATION PAPER - CP15/18: FAIR, REASONABLE AND NON-DISCRIMINATORY ACCESS TO REGULATED BENCHMARKS- JUNE 2015

MSCI RESPONSE TO THE FCA CONSULTATION PAPER - CP15/18: FAIR, REASONABLE AND NON-DISCRIMINATORY ACCESS TO REGULATED BENCHMARKS- JUNE 2015 RESPONSE PAPER MSCI RESPONSE TO THE FCA CONSULTATION PAPER - CP15/18: FAIR, REASONABLE AND NON-DISCRIMINATORY ACCESS TO REGULATED BENCHMARKS- JUNE 2015 MSCI August 2015 AUGUST 2015 MSCI appreciates the

More information

Identifying a defensive strategy

Identifying a defensive strategy In our previous paper Defensive equity: A defensive strategy to Canadian equity investing, we discussed the merits of employing a defensive mandate within the Canadian equity portfolio for some institutional

More information

Minimum Volatility Strategies at Times of High Volatility September 24, 2008

Minimum Volatility Strategies at Times of High Volatility September 24, 2008 Aug-07 Sep-07 Oct-07 Nov-07 Dec-07 Jan-08 Feb-08 Mar-08 Apr-08 May-08 Jun-08 Jul-08 Aug-08 Reltative Perforamance Relative Volatility Minimum Volatility Strategies at Times of High Volatility In April

More information

MSCI EMERGING + FRONTIER MARKETS WORKFORCE INDEX METHODOLOGY

MSCI EMERGING + FRONTIER MARKETS WORKFORCE INDEX METHODOLOGY INDEX METHODOLOGY MSCI EMERGING + FRONTIER MARKETS WORKFORCE INDEX METHODOLOGY September 2017 CONTENTS 1 Introduction... 3 2 Constructing MSCI Emerging + Frontier Markets Workforce Index... 4 2.1 Country

More information

Additional series available. Morningstar TM Rating. Funds in category 964. Fixed income % of fixed income allocation

Additional series available. Morningstar TM Rating. Funds in category 964. Fixed income % of fixed income allocation Sun Life Granite Balanced Portfolio Investment objective Series A $13.0649 CAD Net asset value per security (NAVPS) as of September 06, 2018 $-0.0100-0.08% Benchmark Blended benchmark Fund category Global

More information

Janus SG Market Consensus Index

Janus SG Market Consensus Index Unlock growth potential through the wisdom of the crowd Janus SG Market Consensus Index 21252 This material is provided by Athene Annuity and Life Company, headquartered in West Des Moines, Iowa, which

More information

MSCI EQUITY INDEX POLICY REGARDING UNITED STATES IRS 871(M) REGULATIONS RELATING TO THE DEFINITION OF A QUALIFIED INDEX

MSCI EQUITY INDEX POLICY REGARDING UNITED STATES IRS 871(M) REGULATIONS RELATING TO THE DEFINITION OF A QUALIFIED INDEX MSCI EQUITY INDEX POLICY REGARDING UNITED STATES IRS 871(M) REGULATIONS RELATING TO THE DEFINITION OF A QUALIFIED INDEX February 2019 (LAST UPDATED JANUARY 2019, JANUARY 2018, AUGUST, NOVEMBER 2016 & JANUARY,

More information

MSCI CHINA A CUSTOM QUALITY VALUE 100 INDEX METHODOLOGY

MSCI CHINA A CUSTOM QUALITY VALUE 100 INDEX METHODOLOGY MSCI CHINA A CUSTOM QUALITY VALUE 100 INDEX METHODOLOGY June 2018 MSCI.COM PAGE 1 OF 13 CONTENTS 1 Introduction... 3 2 Constructing the MSCI China A Custom Quality Value 100 Index. 4 2.1 Applying the Volatility

More information