Browsing: Risk Management & Operations

Risk Management & Operations

Covid-19 Alpha

Mar 31st, 2020 | Filed under: Newly Added, Risk management, Risk Management Strategies & Processes

During the Global Financial Crisis, the financial world learned that, in times of calamity, “the correlations of risk-on assets move towards one.”  Asset classes that had appeared to be uncorrelated and which appeared to contain only idiosyncratic risks suddenly became correlated.  It turned out that systemic risk (correlation) was non-linear. Read More


Using Alternative Data and Machine Learning in Alternative Asset Classes

Mar 30th, 2020 | Filed under: Newly Added, Alternative data, Technology, Fintech, Artificial Intelligence, Machine Learning, Algorithmic and high-frequency trading, Risk management, Technology, Risk Management & Operations, Other Topics in A.I.

Keith Black, PhD, CFA, CAIA, FDP, Managing Director of Content Strategy, CAIA Association Michael Oliver Weinberg and Peter Strikwerda work at the Dutch pension fund APG and serve as the head of hedge funds and alternative alpha and the global head of digital and innovation, respectively. CAIA Association and FDPRead More


Diversification Strikes Back!

Mar 13th, 2020 | Filed under: Newly Added, Real Estate, Private Equity, Hedge Fund Strategies, Asset allocation, Hedge Funds, Asset Allocation Models, Institutional Asset Management, Private Investments, Real Estate Equity Investments, Risk Management Strategies & Processes, Real Assets, Allocating to A.I.

By Aaron Filbeck, CFA, CAIA, CIPM, Associate Director, Content Development at CAIA Association, and Keith Black, PhD, CFA, CAIA, FDP, Managing Director, Content Strategy at CAIA Association “Diversification is back” – now that’s not a phrase we’ve heard in a long time…long time. Considering recent market performance, we thought thatRead More


Real Assets ‘Inception:’ Diversification within Diversification

Feb 27th, 2020 | Filed under: Newly Added, Consultants, Real Estate, Liquid and Fixed Income Real Estate, Institutional Investing, Risk management, Asset allocation, Natural Resources and Land, Asset Allocation Models, Operationally Intensive Real Assets, Endowments & Foundations, Institutional Asset Management, Real Estate Equity Investments, Risk Management Strategies & Processes, Real Assets

By Aaron Filbeck, CFA, CAIA, CIPM, Associate Director, Content Development at CAIA Association Excerpted from the Alternative Investment Analyst Review, Volume 8, Issue 1 The Alternative Investment Analyst Review is the official publication of the CAIA Association. Access to the most current issue is an exclusive benefit of CAIA MembershipRead More


In the room where it happens: An investigation of the potential of regulatory technology

Feb 26th, 2020 | Filed under: Newly Added, Artificial Intelligence, Machine Learning, Technology

Keith Black, PhD, CFA, CAIA, FDP, Managing Director of Content Strategy at CAIA Association Do you want to be in the room where it happens, when “The Smartest Guys in the Room”* are plotting their fraud and trying to prevent the demise of Enron? Look around at how lucky weRead More


Taleb: What Size Tail Does the Smart Money Bet On?

Jan 28th, 2020 | Filed under: Newly Added, Machine Learning, The A.I. Industry, Financial Economics Theory, Risk management, Behavioral finance, Risk Management Strategies & Processes, Finance & Economics, Other Topics in A.I.

Statistician/philosopher Nassim Nicholas Taleb critiques “behavioral” economics and finance as he looks at the differences between “binary forecasts” and “real world payoffs,” in a recent paper for the International Journal of Forecasting. Much of the argument will be familiar to those who have some acquaintance with Taleb’s work as itRead More


SASB + TCFD = Common ESG Disclosure Standards?

Jan 26th, 2020 | Filed under: Newly Added, ESG, The A.I. Industry, Institutional Investing, Risk management, Climate change, Institutional Asset Management, Risk Management Strategies & Processes, Macroeconomics, Risk Management & Operations, Other Topics in A.I.

The Sustainability Accounting Standards Board (SASB), a non-profit organization has developed industry-specific standards across environmental, social, and governance topics, working toward a consensus on the sorts of disclosures that the issuers of securities should and will make to their investors. In November 2018, SASB released complete standards for 77 industries.Read More


CAIA Alternative Viewpoint: Risk Parity

Jan 23rd, 2020 | Filed under: Newly Added, The A.I. Industry, Risk management, Risk Metrics and Measurement, Risk Management Strategies & Processes

Mean variance optimization (MVO) is a simple, yet well-regarded asset allocation technique designed to create a portfolio that maximizes it’s expected level of return for a given level of standard deviation. Many institutions construct diversified portfolios using this simple technique, attempting to maximize their risk-adjusted returns. While popular with manyRead More


False Positives and Machine Learning

Jan 23rd, 2020 | Filed under: Newly Added, Alternative data, Technology, Fintech, Artificial Intelligence, Machine Learning, CTA, The A.I. Industry, Risk management, Hedge Funds, Alternative Investments in Context, Risk Management Strategies & Processes, Other Topics in A.I.

There is a high rate of failure among quant funds. These include smart beta, factor investing, statistical arbitrage, and CTAs. Such false positive strategies are a widespread industry problem. Since psychiatrists have long traded on the ability of the human mind to find an elaborate narrative in a random inkRead More


Hope May Not Be a Strategy…But Neither is a 60/40

Jan 21st, 2020 | Filed under: Newly Added, What about beta?, Consultants, Retail Investing, Alpha & Beta, Institutional Investing, Risk management, Asset allocation, Asset Allocation Models, Alternative Investments in Context, Institutional Asset Management, Risk Management Strategies & Processes, Allocating to A.I.

By Guest Contributor Aaron Filbeck, CFA, CAIA, CIPM, Associate Director, Content Development The death of the 60/40 may be a welcome change for multi-asset investors who understand that exposure to risk premia is perhaps a far better long-term investment strategy. Diversification remains an important facet of asset allocation, but weRead More


An Alternative View of Manager Selection Risk

Jan 16th, 2020 | Filed under: Newly Added, Performance, Analytics & Metrics, The A.I. Industry, Institutional Investing, Risk management, Asset allocation, Benchmarking & Performance Attribution, Hedge Funds, Asset Allocation Models, Other Issues in Private Investments, Risk Metrics and Measurement, Institutional Asset Management, Private Investments, Risk Management Strategies & Processes, Risk Management & Operations, Allocating to A.I.

By Aaron Filbeck, CFA, CAIA, CIPM & Hossein Kazemi, PhD, CFA, CAIA Association & CISDM This is a summary of the editor’s letter originally published in the Volume 8, Issue 4 of the Alternative Investment Analyst Review, a journal published by CAIA Association. The Problem with Studies Many studies onRead More


Requiem for a Heavyweight

Dec 2nd, 2019 | Filed under: Newly Added, What about beta?, Due Diligence Process, Risk Management & Operations

By Bill Kelly, CAIA Association CEO A requiem is a solemn chant for the repose of the dead. Chant-worthiness when it comes to the Enron Corporation is still subject to much debate depending, of course, upon which side of that trade you were on as the company slipped into bankruptcyRead More


Alternative Investments: Investing By Numbers

Nov 19th, 2019 | Filed under: Newly Added, Technology, Fintech, Real Estate, Private Equity, The A.I. Industry, Debt Types of Private Equity, Liquid and Fixed Income Real Estate, Technology, Hedge Funds, Equity Types of Private Equity, Private Investments, Real Estate Equity Investments, Real Assets, Risk Management & Operations

What’s in the future for alternative investments asset management? A new publication from Ernst & Young, London, contends that allocations to alternative investments and are “robust,” but that there is an important shift underway in favor of private equity and at the expense of hedge funds. In 2018, 40% ofRead More


How to Improve Momentum Risk Management

Nov 12th, 2019 | Filed under: Newly Added, Hedge Fund Strategies, The A.I. Industry, Equity Hedge Funds, Risk management, Hedge Funds, Risk Metrics and Measurement, Risk Management Strategies & Processes

Matthew X. Hanauer and Steffen Windmueller, two scholars affiliated with the Technical University of Munich, compare the performance of three risk management approaches applicable to the momentum strategy. Their new paper also explores the risk management techniques available for hedge fund managers and others who pursue a momentum strategy. ARead More


Past performance guarantees no future results

Oct 17th, 2019 | Filed under: Newly Added, Algorithmic and high-frequency trading, The A.I. Industry, Financial Economics Theory, Risk management, Business News, Risk Management Strategies & Processes, Finance & Economics

Since, as everyone says, “past performance is no guarantee of future results,” a history of close correlation between two assets, or between a single asset and a benchmark, is no guarantee of future correlation. The threat that a correlation upon which a particular investor has relied will cease to applyRead More


Bitcoin Derivatives Behaving Just Like Other Underlying Assets

Oct 15th, 2019 | Filed under: Newly Added, Derivatives, The A.I. Industry, The Global Economy & Currencies, Digital currencies, Other Issues in Private Investments, Risk Management Strategies & Processes, Frontier markets, Structured Products, Other Topics in A.I.

Bitcoin derivatives act a lot like the derivatives of other asset classes. Two scholars at the University of London recently looked at bitcoin’s “volatility smiles and skews” as found in the short and long dated maturity of options traded at the Deribit Exchange in 2019. Helyette Geman and Henry Price,Read More


Meet the New Crisis: Looks Like the Old Crisis

Oct 13th, 2019 | Filed under: Newly Added, The A.I. Industry, The Global Economy & Currencies, Business News, Economics, Risk Management Strategies & Processes

Last month saw an extraordinary spike in the interest rates of the repo market—the market that consists of the (very) short-term, usually the overnight, borrowing of government securities. Hedge funds, along with other institutions such as trading firms and banks, regularly hand over US Treasury bills and the like inRead More


Valuation: A New Approach to an Old Financial Tool

Oct 7th, 2019 | Filed under: Newly Added, The A.I. Industry, Equity Hedge Funds, Risk management, Hedge Funds, Event-Driven Hedge Funds, Other Issues in Private Investments, Risk Management Strategies & Processes

Zane Swanson, an accounting professor at the University of Central Oklahoma, has been at work on a fascinating new approach to the valuation of firms and the valuation of their equity shares. This approach may be of great interest to risk arb hedge funds. Swanson is working with an establishedRead More


Low Vol vs Option-Based Strategies

Oct 6th, 2019 | Filed under: Newly Added, The A.I. Industry, Risk management, Risk Metrics and Measurement, Risk Management Strategies & Processes

By Nicolas Rabener of FactorResearch (@FactorResearch) INTRODUCTION Some investment products and strategies can be considered toxic given their history on Wall Street. Portfolio insurance is rarely used in marketing materials, given its role in the 1987 stock market crash. CDO-Squared instruments and structured investment vehicles (SIVs) are also unlikely toRead More


Goldman Sachs Puts Stop-loss on Options

Oct 1st, 2019 | Filed under: Newly Added, The A.I. Industry, Risk management, Risk Management Strategies & Processes, Structured Products

Goldman Sachs threw in the towel two years ago. Well, “a towel,” anyway. Goldman has lots of towels. But two years ago, Goldman gave up on market making at the US options exchanges. In time for the anniversary, Alphacution has posted a research paper on the “long arc” of optionsRead More


Zebras Are Reactionaries

Sep 9th, 2019 | Filed under: Newly Added, What about beta?, The A.I. Industry, Asset Managers, Alpha Strategies, Hedge Funds, Smart Beta, Risk Management & Operations, Allocating to A.I.

Someone told me that it’s all happening At the Zoo. In this case, it was Paul Simon in his 1967 title song where he anthropomorphizes the animals he sees in the Central Park Zoo. Some are deemed to be honest, some kindly but dumb, and some insincere or skeptical, and,Read More


Anticipating Buyout Deals: A Prospective New Model on an Old Strategy

Aug 22nd, 2019 | Filed under: Newly Added, Hedge Fund Strategies, The A.I. Industry, Equity Hedge Funds, Risk management, Hedge Funds, Event-Driven Hedge Funds, Risk Metrics and Measurement, Smart Beta, Risk Management Strategies & Processes, Risk Management & Operations

Milind Sharma and Aravind Ganesan have developed what they call the QMIT Leveraged Buyout Model—a trading strategy—based on anticipating announcements of LBOs based on QMIT’s factor library. Sharma is the CEO of QMIT, QuantZ Machine Intelligence Technologies. QMIT is itself a spin-off from QuantZ Capital, which is a stat arbRead More


Liquidity: Running for the Exits

Aug 15th, 2019 | Filed under: Newly Added, The A.I. Industry, Risk management, Hedge Funds, Other Issues in Private Investments, Risk Management Strategies & Processes, Risk Management & Operations

Liquidity vanishes when you need it most. That isn’t an especially original observation. It’s like saying that the exit doors are always jammed precisely when you need a quick exit quickly. Amin Rajan gives us a forceful statement of this point inspired by the “current travails at Woodford Asset Management.”Read More


Active Risk Budgeting Gets Consistent Alpha

Jul 28th, 2019 | Filed under: Newly Added, CAPM / Alpha Theory, The A.I. Industry, Financial Economics Theory, Risk management, Risk Metrics and Measurement, Risk Management Strategies & Processes, Risk Management & Operations, Finance & Economics

A new paper takes an experimental look at “Active Risk Budgeting,” a method of portfolio construction that looks to build upon older and sometimes passive risk budgeting approaches, adding enough active management to allow the risk budget to change over time. For example, an institution might want its risk budgetRead More


Ramping Up a PE Allocation Over Time

Jul 21st, 2019 | Filed under: Newly Added, Private Equity, The A.I. Industry, Debt Types of Private Equity, Risk management, Equity Types of Private Equity, Private Investments, Risk Management Strategies & Processes

Many investors with long horizons are increasing their allocation to private equity funds: to extract the gains from managerial skill in that field, to reap the illiquidity premium, and simply to diversify. TIAA Endowment & Philanthropic Services has put out a paper on the creation and maintenance of a privateRead More


One Year Left to Run on Critical No-Action Letters for Investment Managers

Jul 18th, 2019 | Filed under: Newly Added, The A.I. Industry, Risk management, Business News, Risk Management Strategies & Processes

The Securities and Exchange Commission issued three no-action letters on the issue of research payments, in light of developments on that issue in Europe in 2017. Specifically, they dealt with the cross-border of Europe’s rules (MiFID II), which were scheduled to take effect, and which did take effect, on Jan.Read More


Quantum Computing Will Mess Up all Expectations

Jul 11th, 2019 | Filed under: Newly Added, Algorithmic and high-frequency trading, The A.I. Industry, Technology, Other Issues in Private Investments, Business News, Private Investments, Risk Management & Operations

There are reports that Google is preparing an announcement of “quantum supremacy” for later this year. If true, this is the biggest tech story since the transistor replaced vacuum tubes. It could be a disruptive development for just about every business with an IT department. Among much else, quantum supremacyRead More


Net Performance Reporting: Not Just Arithmetic

Jul 2nd, 2019 | Filed under: Newly Added, Hedge Fund Industry Trends, Hedge Fund Operations and Risk Management, The A.I. Industry, Industry Size & Managers, Asset Managers, Operations, Hedge Funds, Partner accounting, Fees, Structure of the Hedge Funds Industry

Why can’t a fund manager simply subtract all fees and expenses from gross returns and present the arithmetical result to existing or potential investors? In a newly released paper, Donald Steinbrugge, the founder and CEO of Agecroft Partners, discusses how hedge funds calculate and present their net performance, and theRead More


Fixing the Sharpe Ratio: A Machine Learning Approach

Jun 16th, 2019 | Filed under: Newly Added, Performance, Analytics & Metrics, The A.I. Industry, Risk management, Benchmarking & Performance Attribution, Hedge Funds, Risk Metrics and Measurement, Risk Management Strategies & Processes

The Sharpe ratio has long served as a simple but important item in the due diligence tool kit. Formulated by William F. Sharpe in 1966 and first called the “reward to variability” ratio, the number arises from an investment’s rate of return minus the risk-free rate divided by the standardRead More


Accommodating Ambiguity Aversion in Portfolio Modeling

May 14th, 2019 | Filed under: Newly Added, Performance, Analytics & Metrics, The A.I. Industry, Risk management, Risk Metrics and Measurement, Risk Management Strategies & Processes

By standard definition, “ambiguity aversion” is the preference for known risks over unknown risks, the known unknowns over the unknown unknowns. A recent paper discusses the portfolio-level consequences of this aversion. The paper, written by Valery Polkovnichenko and Hui (Grace) Wang, explains that for an ambiguity-neutral investor, “adding active portfolio withRead More


A Fintech Revolution in Commercial Real Estate

May 9th, 2019 | Filed under: Newly Added, Real Estate, The A.I. Industry, Technology, Operationally Intensive Real Assets, Real Estate Equity Investments

Cushman & Wakefield, Chicago, has released a discussion of blockchains in connection with real estate. The paper argues that the technology could “transform CRE transactions ranging from property listings, asset management, and the purchase and sale of properties.” It reminds us that blockchains are shared digital ledgers, both tamper-proof andRead More


Oak-and-Tree and Larry Grows… 

Mar 25th, 2019 | Filed under: Newly Added, What about beta?, Risk management, Risk Management Strategies & Processes, Allocating to A.I.

By Bill Kelly, CEO, CAIA Association The adaptation to this week’s title harkens back to late 19th century Scotland where this was a play song more popularly known as “Oats and Beans and Barley Grow.” It was a song of action in a time and a place—where most of the wakingRead More


BLACK SWANS, MAJOR EVENTS & FACTOR RETURNS

Mar 24th, 2019 | Filed under: Newly Added, The A.I. Industry, Risk management, The Global Economy & Currencies, Economics, Risk Management Strategies & Processes, Macroeconomics, Finance & Economics

By Nicolas Rabener of FactorResearch INTRODUCTION Investors fear black swan events, although it can be argued that this fear is irrational. The black swan theory is a metaphor that describes a surprise event that has a major impact and is often rationalized with hindsight. A recent example would be theRead More


Are Data Scientists the ‘New’ Rockstars?

Mar 21st, 2019 | Filed under: Newly Added, Alternative data, The A.I. Industry, Technology, Operations, Risk Management & Operations

Daniel Hill, a research analyst for the global equity team at William Blair, has written an insightful piece about the hot competition for data scientists underway in the alpha-seeking world today.  Hill begins with the observation that there are lots of different buzzwords, hashtag-worthy words and phrases, at use inRead More


Algorithms Moving into the Bond Markets

Mar 17th, 2019 | Filed under: Newly Added, Algorithmic and high-frequency trading, The A.I. Industry, Risk management, Risk Metrics and Measurement, Risk Management Strategies & Processes

Algorithmic trading may fairly be said to have conquered the public equities world, although there are still pockets of resistance and related controversies. The robots have now turned their attention to the bond markets. Bond markets are different from stock markets in a lot of ways, and many of theseRead More


Modeling the Volatility of Crypto Exchange Rates

Jan 31st, 2019 | Filed under: Newly Added, The A.I. Industry, Regulatory Environment, Emerging Alternative Investments, Digital currencies, Risk Metrics and Measurement, Risk Management & Operations, Other Topics in A.I.

GARCH (Generalized Autoregressive Conditional Heteroskedasticity) models are very useful for estimating the volatility for a lot of more traditional assets (stocks and bonds) and their indices, which is why they’ve been around since the 1980s. But when they’re used for Bitcoin, Ethereum, Ripple, and Litecoin they yield incorrect predictions forRead More


Assessing Risk Measurement for a Portfolio of Hedge Funds

Jan 27th, 2019 | Filed under: Newly Added, Hedge Fund Industry Trends, Hedge Fund Operations and Risk Management, Hedge Fund Strategies, The A.I. Industry, Risk management, Technology, Hedge Funds, Risk Metrics and Measurement, Risk Management Strategies & Processes, Structure of the Hedge Funds Industry, Risk Management & Operations

Two scholars, Shubeur Rahman and Ranjan Bhaduri, have in a new paper taken a fresh look at a long-standing dilemma in the alternative investments industry. The question is: how should investors in hedge funds (especially in a multi-asset class, multi-strategy portfolio of hedge funds) measure the market risk inherent inRead More


Dark Pools and the Value of Information

Jan 16th, 2019 | Filed under: Newly Added, The A.I. Industry, Operations, Hedge Funds, Event-Driven Hedge Funds, Risk Management & Operations

Activist hedge funds can always be expected to trade both in lit exchanges and in dark pools, in the course of accumulating the equity stake that in turn will give them sway at an annual meeting or inside the boardroom. That is one inference from a model developed for theRead More


Risks & Rewards: The Future of Finance in Blockchain

Jan 6th, 2019 | Filed under: Newly Added, The A.I. Industry, Risk management, Technology, Operations, Emerging Alternative Investments, Digital currencies, ETFs, Smart Beta, Risk Management Strategies & Processes, Risk Management & Operations, Other Topics in A.I.

A new article by Dave Dowsett and Heather Wied, both of Invesco, looks at blockchains and the way this new technology, precisely as it divorces itself from its original significance as a feature of the cryptocurrencies, is ready to transform finance. Dowsett and Wied contend that blockchain “offers the possibilityRead More


Leveraging and Enhancing Catastrophe Models

Dec 27th, 2018 | Filed under: Newly Added, The A.I. Industry, Risk management, Operations, Emerging Alternative Investments, Risk Metrics and Measurement, Risk Management Strategies & Processes, Risk Management & Operations, Other Topics in A.I.

I write these words soon after reading the news from Sundra Strait, Indonesia. In recent days, the eruption and collapse of a volcano there has set off a tsunami that in turn has devastated the coastal regions of Banten and Lampung, also in Indonesia. Much time may have to passRead More


10 Years Later: Reflections on the Madoff Meltdown

Dec 23rd, 2018 | Filed under: Newly Added, Media Coverage of Hedge Funds, The A.I. Industry, Due Diligence Process, Insolvency, Regulatory Environment, Legislation/Court rulings, Alternative Investments in Context, Business News

It was just about 10 years ago (Dec. 10, 2008) that Bernie Madoff acknowledged to his sons, Mark and Andrew, that he had “absolutely nothing left” of the funds that had been entrusted to him; that the investment fund that bore his name was “just one big lie.” There isRead More


Financialization and the Volatility of Commodity Prices

Dec 20th, 2018 | Filed under: Newly Added, Commodities, The A.I. Industry, Industry Size & Managers, Investing in Commodities, oil, Commodities, Energy, Risk Management Strategies & Processes, Risk Management & Operations

A recent article in the Journal of Risk and Financial Management  takes a fresh look at a familiar issue:  whether the development of exchange-traded funds (ETFs) and related instruments tracking the commodities industry (or, in short, the financialization of commodities) has had an impact on the volatility of the pricesRead More


Steamrollers, Geniuses and Market Crashes

Nov 27th, 2018 | Filed under: Newly Added, Hedge Fund Operations and Risk Management, The A.I. Industry, Risk management, Operations, Hedge Funds, The Global Economy & Currencies, Risk Management Strategies & Processes, Relative Value Hedge Funds, Risk Management & Operations, Finance & Economics

McGraw Hill Education has brought out a new book by Bruce I. Jacobs, of Jacobs Levy Equity Management. The book, Too Smart for our Own Good, concerns “ingenious investment strategies, illusions of safety, and market crashes.” The thesis is that the financial crises of recent decades are the consequence ofRead More


Digitization of alternative investments: the rise of technology

Nov 20th, 2018 | Filed under: Newly Added, Private Equity, The A.I. Industry, Venture capital, Technology, Operations, Hedge Funds, Other Issues in Private Investments, Private Investments, Risk Management & Operations

KPMG, the auditing giant based in the Netherlands, has put out a white paper on the “digitization mandate” in the alternative investment space.  It maintains that fund managers who “dawdle” in digitizing their business are acting foolishly, falling behind the expectations of their actual and potential investors. Consider fees. PreqinRead More


EY Reports on Alternative Investments and Artificial Intelligence

Nov 13th, 2018 | Filed under: Newly Added, Hedge Fund Industry Trends, Private Equity, Hedge Fund Strategies, The A.I. Industry, Risk management, Hedge Funds, Private Investments

The twelfth annual report of what used to be known as the EY Global Hedge Fund Survey has been re-christened the EY Global Alternative Fund Survey. As it has under the earlier name, EY again records the views of fund managers and investors around the globe on a wide rangeRead More


Panayiotis Lambropoulos: The View from a Public Pension Manager’s Office

Nov 11th, 2018 | Filed under: Newly Added, Hedge Fund Operations and Risk Management, The A.I. Industry, Due Diligence Process, Institutional Investing, Alpha Hunters, Risk management, Asset allocation, Hedge Funds, Asset Allocation Models, Alternative Investments in Context, Institutional Asset Management, Risk Management Strategies & Processes, Risk Management & Operations, Allocating to A.I.

On Nov. 13, the 24th Annual National Pension and Institutional Investment Summit convenes in Dallas Texas. CAIA is a sponsor of this event. Panayiotis Lambropoulos, portfolio manager of hedge funds at the Employees Retirement System of Texas, will offer his insights at a panel on emerging hedge fund managers. Lambropoulos’Read More


Avoiding Over-Allocation to Alternative Investments

Nov 6th, 2018 | Filed under: Newly Added, Private Equity, The A.I. Industry, Institutional Investing, Risk management, Asset allocation, Hedge Funds, Asset Allocation Models, Risk Metrics and Measurement, Institutional Asset Management, Private Investments, Risk Management Strategies & Processes

A new white paper from New York Life looks at the role of alternatives in portfolio construction and argues that usual risk-return based approaches can underestimate risk and lead to over-allocation to the alternatives. The paper, by Amit Soni, an NYL portfolio manager, proposes a new method “to quantify performanceRead More


Quantifying High Performance Dispersion Risk in Alternatives

Oct 24th, 2018 | Filed under: Newly Added, Performance, Analytics & Metrics, The A.I. Industry, Alpha & Beta, Institutional Investing, Risk management, Asset allocation, Asset Allocation Models, Risk Metrics and Measurement, Institutional Asset Management, Risk Management Strategies & Processes, Risk Management & Operations, Allocating to A.I.

By Amit Soni, Portfolio Manager, Strategic Asset Allocation, New York Life Investments Lofty valuations in traditional assets have encouraged investors to explore alternatives. Unfortunately, the lack of a holistic investment framework to incorporate alternatives poses a challenge. Traditional risk-return based approaches, alone, over-allocate to alternatives–a result of underestimation of risksRead More


A Brief History of Asset Allocation

Oct 16th, 2018 | Filed under: Newly Added, CAPM / Alpha Theory, Algorithmic and high-frequency trading, Hedge Fund Strategies, The A.I. Industry, Financial Economics Theory, Risk management, Crowdfunding, Hedge Funds, Emerging Alternative Investments, Risk Metrics and Measurement, Business News, Risk Management Strategies & Processes, Finance & Economics, Other Topics in A.I.

Glassbridge has put out an ambitious white paper about the “evolution of asset allocation across the investment management industry,” one that begins with the basics of the Capital Asset Pricing Model and ends with quantitative analysis and crowdsourcing. The premise is that new strategies, and new ranges of data, areRead More


Self-Organizing Maps for Selecting Hedge Funds

Oct 9th, 2018 | Filed under: Newly Added, Performance, Analytics & Metrics, Hedge Fund Strategies, The A.I. Industry, Asset allocation, Benchmarking & Performance Attribution, Hedge Funds, Asset Allocation Models, Risk Management Strategies & Processes, Allocating to A.I.

A new paper by Claus Huber, of Rodex Risk Advisers, looks at machine learning for risk analysis, working especially from the “self-organizing maps” associated with Finnish Professor Teuvo Kohonen. A SOM is a low-dimensional representation of input space (thinking of it as two dimensional makes the “map” analogy intuitive, andRead More