Complexity Economics

Global Financial Complexity Index Anticipates Dow Jones Falls.

FILES - Picture taken 19 October 1987 shows a trader holding his head at the floor of the New York Stock Exchange when the Dow Jones dropped over 500 points, the largest decline in modern time, as panic selling swept Wall Street. The 19 October 2007 marks the 20th anniversary of the so-called "Black Monday", when the Dow Jones Industrial Average stock barometer plunged a dramatic 22.61 percent to 1,738.41 points. AFP PHOTO MARIA BASTONE (Photo credit should read MARIA BASTONE/AFP/Getty Images)
Picture taken 19 October 1987 shows a trader holding his head at the floor of the New York Stock Exchange when the Dow Jones dropped over 500 points, the largest decline in modern time, as panic selling swept Wall Street. Photo credit: MARIA BASTONE/AFP/Getty Images.

 

The Global Financial Complexity Index™ (GFCI™)  is a meta-index which measures the complexity of the global financial system. The GFCI™ is based on the closing values of the indices of the World’s main market indices and is computed on a daily basis. Essential to the global investor, the GFCI™ measures the ‘temperature’ of the entire international  financial system.

The index is based on the past six months of trading. Its values are absolute (>0). High values indicate intense interaction between the various market indices which are the following:

AORD,  BSESN,  HSI,  JKSE,  KLSE,  KS11,  N225,  NSEI,  NZ50,  STI,  TWII,  000001.SS,  ATX,  BFX,  FCHI,  FTSE,  GDAXI,  IBEX,  SSMI,  FTSEMIB.MI,  IETP,  STOXX50E,  OMXH25,  OMXSPI,  OMXC20,  DJA,  DJI,  DJT,  DJU,  GSPC,  IXIC,  MID,  NDX,  NYI,  NYA,  RUA,  RUI,  RUT,  SML,  BVSP,  GSPTSE,  MERV,  MXX,  TA100,  BIST 100,  IDX,  TASI,  TA-25,  SET

The function of the GFCI is to combine the above 50 indices into one single meta-index. An example of Complexity Map of the GFCI is illustrated below.

GFRI_new

The degree of market inter-dependency (i.e. density of the map) is 45%. The size of each node is proportional to its current contribution to the complexity of the entire system. As the dynamics of the various markets is complex and dominated by turbulence and volatility, the topology of the Complexity Map changes on a daily basis and reveals interesting information on the interplay of entropy and structure that compose the said complexity

However, one interesting feature of the GFCI is that it anticipates the drops of the indices which compose it. In the example below, it is shown how the GFCI precedes significant drops of the DJI falls. In most cases we’re talking of approximately 6 weeks, but cases with 3 and 8 weeks also appear.

In the plot below, both values of the Dow and the GFCI are reported in incremental terms (in %).

The red arrow indicates when the GFCI starts to drop, the blue one the corresponding fall of the DJI.

 

GFCI_2

 

The degree of predictability is over 80%. The approach, which is illustrated for end-of -day values of the indices, may be extended to higher frequencies.

Analogous results are available for the NASDAQ, the S&P and other indices. The case of the NASDAQ is shown below (both curves start at 100%):

GFCI_NDX

 

Want to know when the Dow or NASDAQ fall next time? Write to us at info@ontonix.com

 

 

www.ontonix.com

 

 

Established originally in 2005 in the USA, Ontonix is a technology company headquartered in Como, Italy. The unusual technology and solutions developed by Ontonix focus on countering what most threatens safety, advanced products, critical infrastructures, or IT network security - the rapid growth of complexity. In 2007 the company received recognition by being selected as Gartner's Cool Vendor. What makes Ontonix different from all those companies and research centers who claim to manage complexity is that we have a complexity metric. This means that we MEASURE complexity. We detect anomalies in complex defense systems without using Machine Learning for one very good reason: our clients don’t have the luxury of multiple examples of failures necessary to teach software to recognize them. We identify anomalies without having seen them before. Sometimes, you must get it right the first and only time!

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