Posts Tagged ‘quantitative stock-picking techniques’

Fast-Reading Computers Are About To Drink Your Trading Milkshake

Fast-Reading Computers Are About To Drink Your Trading Milkshake

Courtesy of Tyler Durden

Milkshakes on countertop

Add speed reading to the set of mad skills that rich robotic algos are now much better at than humans. The latest craze among the computerized trading community is using Johnny 5 to read through thousands of press releases in combination with some fuzzy logic and the 80/20 rule, to trade stocks pronto, even as plain vanilla Homo Sapiens are still stuck on footnote 1. The WSJ reports that: "Researchers have been working on an artificial-intelligence computer program designed to mimic the way an analyst uses financial news. In simulated trading, the program beat the S&P 500, and when combined with quantitative stock-picking techniques, it saw a return on trades of more than 20%."

Unlike traditional number crunching methods to front run those armed with less than the latest SPARCs, this latest development will instead try to determine what the subtext of a given PR narrative is and trade it accordingly. It is unclear whether these programs are already in place, and whether they account for the almost universally wrong knee jerk reaction post any earnings and press release by public companies. We can’t wait for corporate counter-espionage divisions to reverse engineer these algos, and determine just what keywords and phrases set off Buy programs, and flood their press releases which announce 100% misses to expectations, yet result in flash dashes and inexplicably push stock prices up a few million percent. In other news, the market is now no longer about forecasting, predicting, and, generally, investing, but merely about being faster to frontrun/react/buy than your immediate competitor.

More from the WSJ:

To make stock predictions, the program does what is known as “text mining” — scanning large volumes of content and analyzing the words in it. Computer-aided quantitative funds already are plentiful, but they analyze numerical data rather than text. The new program is different because it attempts to simulate what has traditionally been a human activity.

“Our approach is more like the analyst approach, simulated by a program,” said Hsinchun Chen, director of the University of Arizona’s Artificial Intelligence Lab, in an interview with Digits. “You have an analyst reading papers, looking for clues that others have not observed.”

The program, which was first reported by MIT’s Technology Review, scans stock prices and financial news and buys


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Phil's Favorites

Jack Dorsey's decision to quit Twitter is not a vote of confidence in future of social media

 

Jack Dorsey’s decision to quit Twitter is not a vote of confidence in future of social media

Courtesy of Theo Tzanidis, University of the West of Scotland

When Jack Dorsey made the sudden public announcement that he had quit as CEO of Twitter, it was only ever going to have happened in one place – Twitter itself. It reminded me very much of Elon Musk’s entertaining tweet adventures, as Dorsey tossed his resignation letter onto the social medi...



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Zero Hedge

Biden To Impose Tighter Travel Restrictions On Foreigners

Courtesy of ZeroHedge View original post here.

Update (0900ET): More reports about the new CDC-recommended travel restrictions have hit on Wednesday as the Biden White House has all but confirmed its plans to impose new restrictions on travel despite the WHO's pleas that South Africa not be penalized for warning the world about the new variant.

To be sure, the restrictions being considered by the administration would still allow travelers with up-to-date COVID testing (within the last 24 hours) to enter the country. Presently, vaccinated travelers must get tested within three days of boarding their fligh...



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Biotech/COVID-19

Omicron and market sell-off: don't be surprised if there's more turbulence to come

 

Omicron and market sell-off: don’t be surprised if there’s more turbulence to come

shutterstock.

Courtesy of Arturo Bris, International Institute for Management Development (IMD)

Until the Omicron variant hit the headlines, the signs were that 2021 was going to close with a stellar stock-market performance. Most markets have been on the rise since the beginning of the year, with the S&P500 up about 25% and the FTSE All Share index up by about 10%.

There had ...



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Politics

The first Thanksgiving is a key chapter in America's origin story - but what happened in Virginia four months later mattered much more

 

The first Thanksgiving is a key chapter in America’s origin story – but what happened in Virginia four months later mattered much more

In the 19th century, there was a campaign to link the Thanksgiving holiday to the Pilgrims. Bettman/Getty Images

Courtesy of Peter C. Mancall, USC Dornsife College of Letters, Arts and Sciences

This year marks the 400th anniversary of the first Thanksgiving in New England. Remembered and retold as an allegory for perseverance and cooper...



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Chart School

Gold and Silver still working higher

Courtesy of Read the Ticker

Using Gann Angles from zero we can time the next run up, and it is near.

The last two days gold and silver are down on the back of central bankers talking the US Dollar higher in a attempt to off set inflation. A rising dollar is a form of tightening. Also the talk of a faster 'taper' has sent interest rates higher. But Luke Gromen knows this cant not last.

@LukeGromen Externally-financed twin deficit nations with insufficient external financing (ie the US, not Japan) cannot abide rising real rates for long.


RTT Comments: What this means a higher US Dollar makes it harder for those outside the US to buy the vast quantity of US Treasuries. 


U...

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Digital Currencies

Stablecoins: these cryptocurrencies threaten the financial system, but no one is getting to grips with them

 

Stablecoins: these cryptocurrencies threaten the financial system, but no one is getting to grips with them

Safe as houses? iQoncept

Courtesy of Jean-Philippe Serbera, Sheffield Hallam University

Cryptocurrencies have had an exceptional year, reaching a combined value of more than US$3 trillion (£2.2 trillion) for the first time in November. The market seems to have benefited from the public having tim...



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Promotions

Phil's Interview on Options Trading with TD Bank

TD Bank's host Bryan Rogers interviewed Phil on June 10 as part of TD's Options Education Month. If you missed the program, be sure to watch the video below. It should be required viewing for anyone trading or thinking about trading using options. 

Watch here:

TD's webinar with Phil (link) or right here at PSW

Screenshots of TD's slides illustrating Phil's examples:

 

 

&n...



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Kimble Charting Solutions

Crude Oil Cleared For Blast Off On This Dual Breakout?

Courtesy of Chris Kimble

Is Crude Oil about to blast off and hit much higher prices? It might be worth being aware of what could be taking place this month in this important commodity!

Crude Oil has created lower highs over the past 13-years, since peaking back in 2008, along line (1).

It created a “Double Top at (2), then it proceeded to decline more than 60% in four months.

The countertrend rally in Crude Oil has it attempting to break above its 13-year falling resistance as well as its double top at (3).

A successful breakout at (3) would suggest Crude Oil is about to mo...



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ValueWalk

Managing Investments As A Charity Or Nonprofit

By Anna Peel. Originally published at ValueWalk.

Maintaining financial viability is a constant challenge for charities and nonprofit organizations.

Q4 2020 hedge fund letters, conferences and more

The past year has underscored that challenge. The pandemic has not just affected investment returns – it’s also had serious implications for charitable activities and the ability to fundraise. For some organizations, it’s even raised doubts about whether they can continue to operate.

Finding ways to generate long-term, sustainable returns for ...



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Mapping The Market

Suez Canal: Critical Waterway Comes to a Halt

 

Suez Canal: Critical Waterway Comes to a Halt

Courtesy of Marcus Lu, Visual Capitalist

The Suez Canal: A Critical Waterway Comes to a Halt

On March 23, 2021, a massive ship named Ever Given became lodged in the Suez Canal, completely blocking traffic in both directions. According to the Suez Canal Authority, the 1,312 foot long (400 m) container ship ran aground during a sandstorm that caused low visibility, impacting the ship’s navigation. The vessel is owned by Taiwanese shipping firm, Evergreen Marine.

With over 2...



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The Technical Traders

Adaptive Fibonacci Price Modeling System Suggests Market Peak May Be Near

Courtesy of Technical Traders

Our Adaptive Fibonacci Price Modeling system is suggesting a moderate price peak may be already setting up in the NASDAQ while the Dow Jones, S&P500, and Transportation Index continue to rally beyond the projected Fibonacci Price Expansion Levels.  This indicates that capital may be shifting away from the already lofty Technology sector and into Basic Materials, Financials, Energy, Consumer Staples, Utilities, as well as other sectors.

This type of a structural market shift indicates a move away from speculation and towards Blue Chip returns. It suggests traders and investors are expecting the US consumer to come back strong (or at least hold up the market at...



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Lee's Free Thinking

Texas, Florida, Arizona, Georgia - The Branch COVIDIANS Are Still Burning Down the House

 

Texas, Florida, Arizona, Georgia – The Branch COVIDIANS Are Still Burning Down the House

Courtesy of Lee Adler, WallStreetExaminer 

The numbers of new cases in some of the hardest hit COVID19 states have started to plateau, or even decline, over the past few days. A few pundits have noted it and concluded that it was a hopeful sign. 

Is it real or is something else going on? Like a restriction in the numbers of tests, or simply the inability to test enough, or are some people simply giving up on getting tested? Because as we all know from our dear leader, the less testing, the less...



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Insider Scoop

Economic Data Scheduled For Friday

Courtesy of Benzinga

  • Data on nonfarm payrolls and unemployment rate for March will be released at 8:30 a.m. ET.
  • US Services Purchasing Managers' Index for March is scheduled for release at 9:45 a.m. ET.
  • The ISM's non-manufacturing index for March will be released at 10:00 a.m. ET.
  • The Baker Hughes North American rig count report for the latest week is scheduled for release at 1:00 p.m. ET.
...

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Philip R. Davis is a founder Phil's Stock World, a stock and options trading site that teaches the art of options trading to newcomers and devises advanced strategies for expert traders...

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