Supporting Information: Lack of critical slowing down suggests that financial meltdowns are not critical transitions, yet rising variability signals systemic risk

نویسندگان

  • Vishwesha Guttal
  • Srinivas Raghavendra
  • Nikunj Goel
  • Quentin Hoarau
چکیده

A No early warning signals for stochastic transitions driven by large but constant strength of stochasticity. . . . . . . . . . . . . . . . . . . . . . . . 4 B No early warning signals for stochastic transitions in agent based models driven by large but constant strength of stochasticity. . . . . . . . . . . . 5 C Sensitivity analysis for early warning signals of crashes in DJI. . . . . . . 6 D Sensitivity of p-values for all three indicators for all crashes in DJI. . . . . 7 E Early warning signals of major financial crashes of S&P 500 for three major crashes of 1987, 2000 and 2008. . . . . . . . . . . . . . . . . . . . . 8 F Sensitivity analysis for all three indicators for all crashes in S&P 500. . . 9 G Recent trends of EWS for S&P 500 . . . . . . . . . . . . . . . . . . . . . . 10 H Early warning signals of major financial crashes of NASDAQ for three major crashes of 1987, 2000 and 2008. . . . . . . . . . . . . . . . . . . . . 11 I Sensitivity analysis for the results of NASDAQ . . . . . . . . . . . . . . . 12 J Recent trends of EWS for NASDAQ . . . . . . . . . . . . . . . . . . . . . 13 K Onset of strong trends of indicators roughly coincide across three stock markets . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 14 L Early warning signals o financial crashes of German and UK stock indices in 2000 and 2008. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 15 M Recent trends of German (DAX) and UK (FTSE) stock market indices . . 16 N Results of volatility . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 18 O Early warning signals of financial crashes for individual firms of DJI in 2008 and Cross-correlations. . . . . . . . . . . . . . . . . . . . . . . . . . . 19

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Lack of Critical Slowing Down Suggests that Financial Meltdowns Are Not Critical Transitions, yet Rising Variability Could Signal Systemic Risk

Complex systems inspired analysis suggests a hypothesis that financial meltdowns are abrupt critical transitions that occur when the system reaches a tipping point. Theoretical and empirical studies on climatic and ecological dynamical systems have shown that approach to tipping points is preceded by a generic phenomenon called critical slowing down, i.e. an increasingly slow response of the sy...

متن کامل

How one might miss early warning signals of critical transitions in time series data: A systematic study of two major currency pairs

There is growing interest in the use of critical slowing down and critical fluctuations as early warning signals for critical transitions in different complex systems. However, while some studies found them effective, others found the opposite. In this paper, we investigated why this might be so, by testing three commonly used indicators: lag-1 autocorrelation, variance, and low-frequency power...

متن کامل

Slowing Down of Recovery as Generic Risk Marker for Acute Severity Transitions in Chronic Diseases.

OBJECTIVE We propose a novel paradigm to predict acute attacks and exacerbations in chronic episodic disorders such as asthma, cardiac arrhythmias, migraine, epilepsy, and depression. A better generic understanding of acute transitions in chronic dynamic diseases is increasingly important in critical care medicine because of the higher prevalence and incidence of these chronic diseases in our a...

متن کامل

Critical Slowing Down Governs the Transition to Neuron Spiking

Many complex systems have been found to exhibit critical transitions, or so-called tipping points, which are sudden changes to a qualitatively different system state. These changes can profoundly impact the functioning of a system ranging from controlled state switching to a catastrophic break-down; signals that predict critical transitions are therefore highly desirable. To this end, research ...

متن کامل

On signals of phase transitions in salmon population dynamics.

Critical slowing down (CSD) reflects the decline in resilience of equilibria near a bifurcation and may reveal early warning signals (EWS) of ecological phase transitions. We studied CSD in the recruitment dynamics of 120 stocks of three Pacific salmon (Oncorhynchus spp.) species in relation to critical transitions in fishery models. Pink salmon (Oncorhynchus gorbuscha) exhibited increased vari...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2015