Complexity researchers who study the behavior of stock markets may have identified a signal that precedes crashes.
They say the telltale sign is a measure of co-movement, or the likelihood of stocks to move in the same direction. When a market is healthy, co-movement is low. But in the months and years before a crash, co-movement seems to grow.
Regardless of whether stock prices go up or down or stay the same, they do so in tandem. People are copying each other, and a small nudge can send everyone in the same direction. The system appears primed for collapse.
“One of the most important things happening now is that economists are trying to understand, what is systemic risk? When is the entire system vulnerable to disaster? Our results show that we have a direct, unambiguous measure of that vulnerability,” said Yaneer Bar-Yam, president of the New England Complex Systems Institute.
Seen through an econophysicist’s eyes, a stock market panic is an avalanche.
Bar-Yam’s findings, released Feb. 13 on arXiv, are part of an emerging research field known as econophysics. It applies to economics insights from the physical world, especially from systems in which networks of interacting units produce radical collective behaviors.
Heated water turning to gas is one such behavior, known technically as a phase transition. Another is snow gathering into an avalanche. Seen through an econophysicist’s eyes, a stock market panic is an avalanche, too.
Many improbable occurrences conspired to create Earth’s human-friendly design, and they would indeed be puzzling if ours were the only solar system in the universe. But today we know of hundreds of other solar systems, and few doubt that there exist countless more among the billions of stars in our galaxy. Planets of all sorts exist, and obviously, when the beings on a planet that supports life examine the world around them, they are bound to find that their environment satisfies the conditions they require to exist.
Many people would like us to use these coincidences as evidence of the work of God. The idea that the universe was designed to accommodate mankind appears in theologies and mythologies dating from thousands of years ago. In Western culture the Old Testament contains the idea of providential design, but the traditional Christian viewpoint was also greatly influenced by Aristotle, who believed "in an intelligent natural world that functions according to some deliberate design."
That is not the answer of modern science. As recent advances in cosmology suggest, the laws of gravity and quantum theory allow universes to appear spontaneously from nothing. Spontaneous creation is the reason there is something rather than nothing, why the universe exists, why we exist. It is not necessary to invoke God to light the blue touch paper and set the universe going.
Our universe seems to be one of many, each with different laws. That multiverse idea is not a notion invented to account for the miracle of fine tuning. It is a consequence predicted by many theories in modern cosmology. If it is true it reduces the strong anthropic principle to the weak one, putting the fine tunings of physical law on the same footing as the environmental factors, for it means that our cosmic habitat—now the entire observable universe—is just one of many.
Simon-Pierre Laplace was a Very Clever Man who did many Very Clever Things. Unfortunately, like many clever men, having got hold of a Brilliant Idea he was rather inclined to go off and use it on everything in sight, which led to a number of Very Odd Conclusions. In fact as far as science goes, he may well have been the original man with a hammer; taking aim at every problem as though it was a nail.
As is the way of these things economists got hold of Laplace’s ideas, converted them to their own and started developing delicate and intricate webs of theories and practices. Unfortunately, over the succeeding three hundred years they’ve failed to keep up with advances in physics and biology, rather leaving economists as the only believers in an approach that suggests we have no free will, a position from which they’re having to be dug out and defused, one unexploded theorist at a time.
When Isaac Newton published his theory of gravity he knew it contained a serious flaw; his equations didn’t exactly match what was observed. He reckoned, correctly, that the differences between his theory and the observations were down to the gravitational effect on the planets of other planets – so called perturbations, which he didn’t know how to mathematically model. He said:
“But to consider simultaneously all these causes of motion and to define these motions by exact laws admitting of easy calculation exceeds, if I am not mistaken, the force of any human mind.”
And, of course, he was mistaken. The force of Laplace’s mind successfully solved the problem. Having achieved this, though, Laplace went a stage further. Because he could exactly calculate the position of any planet he could compare this with the results of observations from astronomers. What he discovered changed human history.
It turned out that observers made errors, but they made them in a particular way – their observations fell about the actual position of the planet in a very distinctive pattern. This pattern, of course, was the ultra-familiar Bell curve or normal distribution. Laplace realised that human error was statistically quantifiable and, therefore, could be effectively eliminated from the data. This…
Despite warnings that "your life is at risk," the threat of Zika, a collapsing government, and rising social unrest, many will still visit Brazil this summer for the Rio Olympics. As a public service announcement, we believe that making the trip should be worthwhile for those strong-willed travelers treking to South America; and, courtesy of Deutsche Bank, we have found a 'foolproof' way to turn a 56% ...
It's time again for our weekly gasoline update based on data from the Energy Information Administration (EIA). The price of Regular and Premium are up six cents each from last week. According to GasBuddy.com, California has the highest average price for Regular at $2.80 and San Francisco is averaging $2.97. Mississippi has the cheapest at $2.04. The WTIC end of day spot price closed at 48.11, a decline of 0.77 from last week.
How far are we from the interim high prices of 2011 and the all-time highs of 2008? Here's a visual answer.
By Jacob Wolinsky. Originally published at ValueWalk.
On Monday, German conglomerate Bayer AG finalized its $62 billion takeover offer for American agrochemical company Monsanto (MON). The acquisition would create the largest agrochemical company in the world. Here is what the sell-side is saying.
Monsanto- Bayer – deals, deals, deals
At $122/share for Monsanto and no disposals the deal would require BASF to issue equity (Bayer issuing ~25% of the deal value) and would imply a deal ROIC in FY5 of 8.5%, 40bps below their WACC of 8.9% and below the buyback equivalent ROIC of 8.8%. The deal, however, would imply €4.55/share in FCF accretion in FY5 enabling BASF to delever to 0.5x net debt/EBITDA in the same time frame. If they levered back to 1.5x in FY15, we estimate EPS would reach €10.20/share.
The following are the M&A deals, rumors and chatter circulating on Wall Street for Friday May 20 through Sunday May 22, 2016:
Report Yahoo Bid Expected to Bid Only $2B-$3B for Core Business
The Rumor: Verizon Communications Inc. (NYSE: VZ) and others are expected to bid around $2 billion to $3 billion for Yahoo Inc.'s (NASDAQ: YHOO) core Internet business, according to sources as reported by the Wall Street Journal on Friday. That's about 50% of the previous estimates of $5 billion to $8 billion.
Last week Quicken Loans founder Dan Gilbert, with backi...
Do you remember when you were growing up and all your friends were allowed Atari game consoles but you weren’t?
Well, I do and the things seemed as foreign to me as Venus. Mostly because the little time I managed to spend on the gaming consoles when my friends weren’t hogging them I found it all a bit silly. I never “got” computer games, and to this day still have poor comprehension of things like Angry Birds.
I suspect that many people around the world view Bitcoin in the same way as I view Angry Birds: with mild amusement and a general lack of understanding as to what the hell all the fuss is about.
I was thinking of this since a buddy of mine recently started ...
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After a three-year bull run that more than quadrupled its value by its peak last July, IBD’s Medical-Biomed/Biotech Industry Group plunged 50% by early February, hurt by backlashes against high drug prices and mergers that seek to lower corporate taxes.
Although we try to stay focused on finding and managing promising trade ideas, the comments in the comment section sometimes take a political turn (for access, try PSW — click here!). So today, Jean Luc writes,
The GOP debate last night was just unreal – are these people running to be president of the US or to lead a college fraternity! Comparing tool size? The only guy that looks semi-sane is Kasich. The other guys are just like 3 jackals right now.
And something else – if Trump is the candidate, that little Romney speech yesterday is probably already being made into a commercial. And all these little snippets from the debate will also make some nice ads! If you are a conservative, you have to be scared now.
Phil writes back,
I was expecting them to start throwing poop at each other &n...
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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.
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