Posts Tagged ‘algorithms’

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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Zero Hedge

Recession Odds Spike To 37%, JPM Calculates, Highest Yet For This Cycle

Courtesy of ZeroHedge. View original post here.

While not as dire as the recent analysis by Deutsche Bank which calculated that a recession over the next 12 months is more than likely, with odds rising to 60%, overnight JPM released its latest recession probability analysis, and - somewhat unexpectedly following the last two stellar job reports and a full court political press that the recovery has rarely been stronger going into the election - now sees a 37% chance of a recession in the next 12 months. This is the highest ...



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Market News

News You Can Use From Phil's Stock World

 

Financial Markets and Economy

Iron Ore Market Seen Collapsing Below Last Year’s Nadir: Chart (Bloomberg)

The iron ore market is about to swoon, according to Westpac Banking Corp., which forecasts benchmark prices may sink below last year’s nadir of $38.30 a metric ton. 

Fear! M1 Money Multiplier Remains Below 1.0 Since End Of Great Recession (And Financial Crisis) (Confounded Interest)

The M1 Money Multiplier is the ratio of M1* to the St. Louis Adjusted Monetary Base and it has been below 1.0 since June 2...



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Phil's Favorites

One Million Market Beaters

Wow. If you're planning to beat the market by being an exceptional stock picker, this article is a MUST READ.

One Million Market Beaters

Courtesy of Michael Batnick, The Irrelevant Investor

  • Uncertainty remains, but Florida is in the cross hairs.
  • What to expect today after tornado outbreak.
  • Why we’re watching Gaston closely now.

These headlines were pulled from a few articles today at weather.com. You could seamlessly replace Florida, tornado, and Gaston with a stock be...



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ValueWalk

IMF knew the euro had serious flaws, Sacrificed Greece

By Mauldin Economics. Originally published at ValueWalk.

BY JOHN MAULDIN

There’s a new chapter in the ongoing tale of IMF incompetence. Take a look at this UK Telegraph headline that recently caught my eye.

The love affair was no surprise. Nor was the fact that the IMF had taken part in the immolation of Greece. No, the surprise was that the IMF would publicly disclose the extent of incompetence and massive rule breaking that had taken place.

The Ambrose Evans-Pritchard byline told me this would be a good story. Here’s his lead:

The International Monetary Fund’s top staff misled their own board, made a series of calamitous misjudgments in Greece, became euphoric cheerleade...



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Chart School

S&P 500 Snapshot: A Modest Loss Follows the Jackson Hole Drama

Courtesy of Doug Short's Advisor Perspectives.

This morning's Second Estimate of Q2 GDP at 1.1% was a ho-hum event in advance of Fed Chair Yellen speech at Jackson Hole. And indeed the intraday range volatility of today's session was at the 70th percentile of the 165 market days of 2016 and the widest in 37 sessions. The S&P 500 opened higher, rallied with the opening of her speech, and then sold off sharply during with Vice Chairman Stanley Fischer's suggestion that a couple of rate hikes this year were possible. The index bounced back later in the afternoon to its -0.16% Friday close. The index is down 0.68% for the week.

The yield on the 10-year note closed at at 1.62%, up four basis points from the previous close.

Here is a snapshot of past five sessions in the S&P 500.

...

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Kimble Charting Solutions

Basic Materials attempting breakout says Joe Friday

Courtesy of Chris Kimble.

Basic Materials stocks can often times give a decent snap shot of how an economy is doing from a growth or lack of perspective. Below looks at Basic Materials ETF (IYM) over the past decade.

CLICK ON CHART TO ENLARGE

IYM remains inside of an upward sloping mult-year rising channel (1), since 2009. It hit the bottom of this channel earlier this year and has bounce off support. Currently IYM is testing f...



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Biotech

Epizyme - A Waiting Game

Reminder: Pharmboy is available to chat with Members, comments are found below each post.

Epizyme was founded in 2007, and trying to create drugs to treat patient's cancer by focusing on genetically-linked differences between normal and cancer cells. Cancer areas of focus include leukemia, Non-Hodgkin's lymphoma and breast cancer.  One of the Epizme cofounders, H. Robert Horvitz, won the Nobel Prize in Medicine in 2002 for "discoveries concerning genetic regulation of organ development and programmed cell death."

Before discussing the drug targets of Epizyme, understanding epigenetics is crucial to comprehend the company's goals.  

Genetic components are the DNA sequences that are 'inherited.'  Some of these genes are stronger than others in their expression (e.g., eye color).  Yet, some genes turn on or off due to external factors (environmental), and it is und...



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OpTrader

Swing trading portfolio - week of August 22nd, 2016

Reminder: OpTrader is available to chat with Members, comments are found below each post.

 

This post is for all our live virtual trade ideas and daily comments. Please click on "comments" below to follow our live discussion. All of our current  trades are listed in the spreadsheet below, with entry price (1/2 in and All in), and exit prices (1/3 out, 2/3 out, and All out).

We also indicate our stop, which is most of the time the "5 day moving average". All trades, unless indicated, are front-month ATM options. 

Please feel free to participate in the discussion and ask any questions you might have about this virtual portfolio, by clicking on the "comments" link right below.

To learn more about the swing trading virtual portfolio (strategy, performance, FAQ, etc.), please click here ...



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Digital Currencies

Man Who Introduced Millions to Bitcoin Says Blockchain Is a Bust

 

Man Who Introduced Millions to Bitcoin Says Blockchain Is a Bust 

By  at Bloomberg

Excerpt:

Stefan Thomas, who introduced millions of people to bitcoin, has had a change of heart.

Blockchain, the ledger software that makes the digital currency possible...



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Mapping The Market

Illusion of Choice

From Jean-Luc:

Looks like we are down to about 10 companies for our consumer goods:

http://www.visualcapitalist.com/illusion-of-choice-consumer-brands/

Just like banks, airlines and cable companies! 

The Illusion of Choice in Consumer Brands

Explore the full-size version of the above graphic in all its glory.

If today’s infographic looks familiar, that’s because it originates from a well-circulated report that Oxfam International puts together to show consolidation i...



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All About Trends

Mid-Day Update

Reminder: Harlan is available to chat with Members, comments are found below each post.

Click here for the full report.




To learn more, sign up for David's free newsletter and receive the free report from All About Trends - "How To Outperform 90% Of Wall Street With Just $500 A Week." Tell David PSW sent you. - Ilene...

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Promotions

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We know you love coming here for our Stocks & Options education, strategy and trade ideas, and for Phil's daily commentary which you can't live without, but there's more!

PhilStockWorld.com features the most important and most interesting news items from around the web, all day, every day!

News: If you missed it, you can probably find it in our Market News section. We sift through piles of news so you don't have to.   

If you are looking for non-mainstream, provocatively-narrated news and opinion pieces which promise to make you think -- we feature Zero Hedge, ...



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Help One Of Our Own PSW Members

"Hello PSW Members –

This is a non-trading topic, but I wanted to post it during trading hours so as many eyes can see it as possible.  Feel free to contact me directly at jennifersurovy@yahoo.com with any questions.

Last fall there was some discussion on the PSW board regarding setting up a YouCaring donation page for a PSW member, Shadowfax. Since then, we have been looking into ways to help get him additional medical services and to pay down his medical debts.  After following those leads, we are ready to move ahead with the YouCaring site. (Link is posted below.)  Any help you can give will be greatly appreciated; not only to help aid in his medical bill debt, but to also show what a great community this group is.

http://www.youcaring.com/medical-fundraiser/help-get-shadowfax-out-from-the-darkness-of-medical-bills-/126743

Thank you for you time!




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