Quant Mashup
Quantocracy is now on Bluesky and Threads. See the links in the header. - Mike
Sector Rotation with PnF Matricies [Systematic Relative Strength]
Watering the flowers and pulling the weeds. Letting your winners run and cutting your losers short. There are different expressions for sector rotation, but it is among the most profitable investment strategies we have found, when done in a disciplined way. Sector rotation is based on the idea that
- 9 years ago, 7 May 2015, 05:32pm -
A Guide to Creating Your Own Hedge Fund [EconomPic]
As a follow-up to A Guide to Creating Your Own Smart Beta Fund, let's dive into the high flying paying world of hedge fund management.. Per Investopedia: Hedge funds are alternative investments using pooled funds that may use a number of different strategies in order to earn active return, or
- 9 years ago, 7 May 2015, 05:31pm -
Combining Value Investing and Momentum Investing (Part 2) [Alpha Architect]
A few weeks ago I wrote an article talking about ways to combine value investing and momentum investing. The high level takeaway from that article was to keep value and momentum as separate exposures. This conclusion was based on ranking firms on their combined value and momentum rankings, which can
- 9 years ago, 7 May 2015, 12:10pm -
Should Europe decline extend to 10%... [@NautilusCap]
Should Europe decline extend to 10%...
- 9 years ago, 7 May 2015, 12:10pm -
Investing in Leveraged ETFs - Theory and Practice [Jonathan Kinlay]
Summary Leveraged ETFs suffer from decay, or “beta slippage.” Researchers have attempted to exploit this effect by shorting pairs of long and inverse leveraged ETFs. The results of these strategies look good if you assume continuous compounding, but are often poor when less frequent compounding
- 9 years ago, 7 May 2015, 06:22am -
Real Momentum: A Time-Series/Absolute Momentum Strategy Including Inflation Expectations [CSS Analytics]
“Time-Series Momentum” was introduced by Moskowitz and Pedersen of AQR circa 2011 and was popularized by Antonacci in 2013 as “Absolute Momentum.” Both measure the return of an asset in excess of the risk-free rate over some lookback window in order to determine whether to hold a long
- 9 years ago, 7 May 2015, 02:45am -
Hacking Google Finance in Real-Time for Algorithmic Traders. (2) Pre-Market Trading [Quant at Risk]
It has been over a year since I posted Hacking Google Finance in Real-Time for Algorithmic Traders article. Surprisingly, it became the number one URL of QaR that Google has been displaying as a result to various queries and the number two most frequently read post. Thank You! It’s my pleasure to
- 9 years ago, 7 May 2015, 01:59am -
Despite Historic Compression, Stocks Remain Range-Bound [Dana Lyons]
On April 24, we posted what we thought (and hoped) would be our final post concerning the stock market’s lengthy trading range. In the post we noted that for only the 8th time in 100 years, the Dow Jones Industrial Average (DJIA) had made it to 30 days without hitting either a 1-month high or low.
- 9 years ago, 7 May 2015, 01:59am -
Dividend Champion Portfolio Update [Scott's Investments]
The High Yield Dividend Champion Portfolio is a publicly tracked stock portfolio on Scott’s Investments. Its goal is to capture quality high yield stocks with a history of raising dividends. The screening process for this portfolio starts with the “Dividend Champions” as compiled by DRIP
- 9 years ago, 7 May 2015, 01:59am -
RUT Iron Condor - Dynamic Exit - 80 DTE - 12 Delta Continued [DTR Trading]
This post is a continuation of the prior post. In this post we will look at the backtest results for dynamic exits of the 80 days-to-expiration (DTE) Iron Condor (IC), with 12 delta short strikes, with different profit and loss exits as a percentage of the initial credit. Recall that these RUT ICs
- 9 years ago, 7 May 2015, 01:58am -
Sharpe Ratio Redux [John Orford]
My favourite restaurant in Singapore is near City Hall. Nalan's serves up the tastiest vegetarian food going. Every couple of weeks I go back and find a new and interesting dish. At lunch today my girlfriend ordered Manchurian cauliflower. Deep fried cauliflower in a Hokkien Chinese sauce which
- 9 years ago, 6 May 2015, 10:23pm -
New commodity bull market? [@NautilusCap]
New commodity bull market?
- 9 years ago, 6 May 2015, 10:22pm -
How good is Smart Beta? [Alvarez Quant Trading]
How good is Smart Beta? A popular topic lately has been “Smart beta” ETFs. What is smart beta? It is using different ways to weight an index and the ETF that tracks it. For example, the S&P500 index is a capitalization weighted index. Bigger companies have a larger portion of the index. If
- 9 years ago, 6 May 2015, 01:09pm -
The Search for Crisis Alpha: Weathering the Storm Using Relative Momentum [Flirting with Models]
As we announced a few weeks back, our own Nathan Faber won 2nd place in the 2015 NAAIM Wagner Award paper competition for his research paper The Search for Crisis Alpha: Weathering the Storm Using Relative Momentum. Here's the abstract: Tactical strategies are becoming more prevalent in the
- 9 years ago, 6 May 2015, 01:08pm -
Momentum AND Diversification: A powerful risk-adjusted combination [Flirting with Models]
As we announced a few weeks ago, our very own Andrew Gogerty won 3rd place in the 2015 NAAIM Wagner Award paper competition for his research paper Momentum AND Diversification: A powerful risk-adjusted combination. Here's the abstract: Diversification is discussed in nearly every portfolio
- 9 years ago, 6 May 2015, 01:08pm -
State of Trend Following in April [Au Tra Sy]
A negative month in April for the State of Trend Following report, taking the performance below the break-even line for 2015. Please check below for more details. Detailed Results The figures for the month are: April return: -5.71% YTD return: -0.88% The figures above, compared with those in the
- 9 years ago, 6 May 2015, 01:07pm -
RUT Iron Condor - Dynamic Exit - 80 DTE - 12 Delta [DTR Trading]
In this post we will look at the backtest results for dynamic exits of the 80 days-to-expiration (DTE) Iron Condor (IC) options strategy, with 12 delta short strikes, with different profit and loss exits. This is a non-directional options trading strategy that seeks to profit from a market that
- 9 years ago, 6 May 2015, 01:06pm -
More Value Facts And Fiction [Larry Swedroe]
Earlier this week, we began discussing some of the more pervasive and enduring facts and fictions surrounding the value premium. But it's important to understand that the value premium-a phenomenon in which securities that sell at low prices relative to fundamental metrics outperform on average
- 9 years ago, 6 May 2015, 06:20am -
Cornish Fisher Timing Strategy Video [John Orford]
Peter Urbani sent me a timing strategy based on the Cornish Fisher expansion. The world of cumulants is new and fascinating. I took the liberty to code up the strategy using the Backtesting IDE. The contrast between using spreadsheets and code for this type of strategy is stark. Download the code
- 9 years ago, 6 May 2015, 06:18am -
A Recipe for the 2008 Financial Crisis [Stuart Reid]
In 2008 when the market crashed I was 16-years old and visiting London for the very first time. At that age I was already obsessed with the markets. Feeling confident that I could understand the crash after having read books like Security Analysis, The Intelligent Investor, and Common Stocks and
- 9 years ago, 5 May 2015, 06:11pm -
New related paper to #12 - Pairs Trading with Stocks [Quantpedia]
This paper tests the Pairs Trading strategy as proposed by Gatev, Goetzmann and Rouwenhorts (2006). It investigates if the profitability of pairs opening after an above average volume day in one of the assets are distinct in returns characteristics and if the introduction of a limit on the days the
- 9 years ago, 5 May 2015, 06:10pm -
Data Science and Trading: Common Problems [Inovance]
Data science is becoming more and more accessible to more and more people. Amazon launched Amazon Machine Learning last month, Microsoft Azure has been available for some time now and IBM is pushing to commercialize Watson more than ever before. While there is a lot of hype surrounding some of the
- 9 years ago, 5 May 2015, 05:21pm -
The Value Proposition. Downtrend signal in growth/value. $IWD [@NautilusCap]
The Value Proposition. Downtrend signal in growth/value. $IWD
- 9 years ago, 5 May 2015, 05:21pm -
Value Investing Research: Simple Methods to Improve the Piotroski F-Score [Alpha Architect]
In this article, we identify how we can improve the performance of the F-Score and enhance a generic value investing approach. In a 2000 study, "Value Investing: The Use of Historical Financial Statement Information to Separate Winners from Losers" (Journal of Accounting Research, 2000),
- 9 years ago, 5 May 2015, 01:08pm -
State of Trend Following - August 2014 [Wisdom Trading]
April 2015: Trend Following DOWN -2.58% — YTD: +7.77% Consolidation for the State of Trend Following index in April. Most systems in the index closed underwater, with most of the downwards action happening in the last two days of the month, before which the index was still above the “break-even
- 9 years ago, 5 May 2015, 01:07pm -
Daily Academic Alpha: Credit Spreads and Stock Returns [Alpha Architect]
The Term Structure of Credit Spreads and the Cross-Section of Stock Returns We explore the link between credit and equity markets by considering the informational content of the term structure of credit spreads. A shallower credit term structure predicts decreases in default risk, increases in
- 9 years ago, 5 May 2015, 12:27pm -
No... Investors Haven't Underperformed Every Asset Class [EconomPic]
The following chart has been floating around for more than a year, supposedly showing investors have not only performed poorly, but even worse than almost any asset class. As Richard Bernstein stated: The average investor underperformed nearly every asset class. They could have improved performance
- 9 years ago, 5 May 2015, 12:06am -
Another “Less Than Meets The Eye” Rally In The Nasdaq? [Dana Lyons]
For the second Friday in a row, the Nasdaq put in a rally that, under the surface, was not as impressive as its headline gain would suggest. A week ago, we noted that the April 24 rally of more than 1.5% in the Nasdaq 100 (NDX) to a 52-week high was accompanied by A) both negative breadth and volume
- 9 years ago, 4 May 2015, 07:02pm -
A Unique Insider Trading Signal that Generates Alpha [Alpha Architect]
We analyze the information content of corporate insiders’ trades after accounting for certain trading patterns. Insiders spread their trades over longer periods of time when they have a longer-lived informational advantage and when outside investors are less attentive. In contrast, they make
- 9 years ago, 4 May 2015, 02:45pm -
Dispersion by Market Capitalization: A Stock Picker’s Market [Greenbackd]
I’ve just finished the rough draft of a new book about concentrated value investing and the investors who practice it. One of the side-effects of extreme concentration is idiosyncratic portfolio performance–concentrated portfolios behave differently from the market. This makes sense. To beat the
- 9 years ago, 4 May 2015, 02:44pm -
‘Sell in May’ Article #2,106 [Jay On The Markets]
Yes it’s May and that is an exciting time for us financial writer types as we stumble over one another in our haste to post our obligatory “Sell in May and Go Away” related articles. As you can see, at #2,106 (for the record just sort of a ballpark guess – but probably pretty close to
- 9 years ago, 4 May 2015, 02:44pm -
Blogger Sentiment Analysis [CXO Advisory]
Are prominent stock market bloggers in aggregate able to predict the market’s direction? The Ticker Sense Blogger Sentiment Poll “is a survey of the web’s most prominent investment bloggers, asking ‘What is your outlook on the U.S. stock market for the next 30 days?'” (bullish,
- 9 years ago, 4 May 2015, 12:00pm -
When May Starts With A Rise [Quantifiable Edges]
May has seen a rise on the 1st trading day of the month a high percentage of the time. But that start of May strength has not typically seen follow-through in the next few days. This can be seen in the results table below. Of the 18 instances that rose on the first day in May since 1987, 14 of them
- 9 years ago, 4 May 2015, 01:49am -
Interview with Kevin Davey [Better System Trader]
Kevin Davey has been developing, analyzing, testing and creating trading strategies for over 25 years, in every futures market from the e-mini S&P to crude oil to corn to cocoa. He placed in the Top 2 of the World Cup Trading Championships from 2005 – 2007 with the results: 2005 – 2nd place
- 9 years ago, 3 May 2015, 04:31pm -
Recently Discovered Academic Finance Research You Might Have Missed [Alpha Architect]
Deactivating Active Shares (Frazzini, Friedman and Pomorski) Is Being Different Better? Dispersion and Active Management (The Investor’s Field Guide) 9 Mistakes Quants Make that Cause Backtests to Lie (The Augmented Trader) Sell in May and Go Away: Still Good Advice for Investor? (Dichtl and
- 9 years ago, 3 May 2015, 01:51am -
Market-Making Portfolio & Hedging [Tr8dr]
With market making we can try to be neutral by skewing prices in such a way as to maintain a neutral position. To the extent that the market can become 1-sided (in momentum) or may have large sized requests (if offering at different sizes), one’s portfolio may require explicit hedging. In a live
- 9 years ago, 3 May 2015, 01:51am -
Could Stocks AND Bonds Be Topping? [Dana Lyons]
There is always a small but vocal contingent of market pundits calling for a stock market top. In the past few years, there has been a very large but now sheepishly quiet contingent of analysts calling for a top in bonds (i.e., rise in rates). One thing you don’t hear too often, however, is a call
- 9 years ago, 1 May 2015, 08:05pm -
A Simple Test of the Predictability of Large Daily Changes in SPY [Psych Signal]
We know market sentiment metrics – used as a stand-alone signal - can predict market changes over minutes and sometimes longer. But what about the vital issue of really big day-to-day changes? And what if we add the simplest of daily price dynamics to the daily sentiment metric-based predictive
- 9 years ago, 1 May 2015, 06:41pm -
Flattish years in SP by end of April $SPY [@NautilusCap]
Flattish years in SP by end of April $SPY
- 9 years ago, 1 May 2015, 06:40pm -
WTI Crude up 25% in a month $USO [@NautilusCap]
WTI Crude up 25% in a month $USO
- 9 years ago, 1 May 2015, 06:39pm -
Ivy Portfolio May Update [Scott's Investments]
Scott’s Investments provides a daily Ivy Portfolio spreadsheet to track the 10 month moving average signals for two portfolios listed in Mebane Faber’s book The Ivy Portfolio: How to Invest Like the Top Endowments and Avoid Bear Markets. Faber discusses 5, 10, and 20 security portfolios that
- 9 years ago, 1 May 2015, 02:42pm -
ETFReplay.com Portfolio May Update [Scott's Investments]
The ETFReplay.com Portfolio holdings have been updated for April 2015. I previously detailed here and here how an investor can use ETFReplay.com to screen for best performing ETFs based on momentum and volatility. The portfolio begins with a static basket of 14 ETFs. These 14 ETFs are ranked by 6
- 9 years ago, 1 May 2015, 02:42pm -
RUT Iron Condor - Dynamic Exit - 66 DTE - 20 Delta Continued [DTR Trading]
This post is a continuation of the prior post. In this post we will look at the backtest results for dynamic exits of the 66 days-to-expiration (DTE) Iron Condor (IC), with 20 delta short strikes, with different profit and loss exits as a percentage of the initial credit. Recall that these RUT ICs
- 9 years ago, 1 May 2015, 02:42pm -
Implications from the Rise of Passive Investing [EconomPic]
ThinkAdvisor shares Jeff Gundlach's (Doubleline) thoughts from the Milken Institute Global Conference, outlining the potential impact of the shift towards passive investing within Robo Advisors. The financial planner industry has very wide range of delivery. A lot of … asset gathers do
- 9 years ago, 30 Apr 2015, 10:50pm -
"Lies, Damned Lies, and Statistics" ... and Incorrect Statistics [Flirting with Models]
In keeping up with my research reading, I came across a white paper from J.P. Morgan titled Defining Absolute Return Investing in Fixed Income. A graph on one of the last pages caught my eye: JPMorgan - Defining Absolute Return Investing in Fixed Income The stunning non-normality of the
- 9 years ago, 30 Apr 2015, 03:10pm -
Is Being Different Better? Dispersion and Active Management [Investor's Field Guide]
Beating the market very obviously requires performance that is different than the market, which in turn requires portfolio holdings that are themselves different from the market. "Active Share"-or the percent of your portfolio which does not overlap with your relevant market benchmark
- 9 years ago, 30 Apr 2015, 03:00pm -
Market Data Patterns, Order Anticipation, and An Example Trading Strategy [Mechanical Markets]
I recently discussed the inseparability between predicting an instrument’s price and anticipating its order flow. But, sometimes it’s possible to directly predict order flow from the signatures of execution algorithms or even certain exchange order types. In this post, we’ll see examples of
- 9 years ago, 30 Apr 2015, 03:00pm -
Is Passive Perfect? High Active Share Long-Term Investing Works Better [Alpha Architect]
Cremers and Pareek A version of the paper can be found here. Want a summary of academic papers with alpha? Check out our Academic Research Recap Category. Abstract: This paper documents that among high Active Share portfolios - whose holdings differ substantially from the holdings of their benchmark
- 9 years ago, 30 Apr 2015, 02:59pm -
May Has Become The (short-term) “Toppiest” Month [Dana Lyons]
Yesterday, we looked at the “Sell In May & Go Away” phenomenon, with a couple new twists. With many seasonality-type indicators or trends, it is common to see their effectiveness begin to wane over time. Traders begin to anticipate the seasonal trends and attempt to front-run them in order
- 9 years ago, 30 Apr 2015, 02:58pm -