7,626 research outputs found
Causal cascade in the stock market from the ``infrared'' to the ``ultraviolet''
Modelling accurately financial price variations is an essential step
underlying portfolio allocation optimization, derivative pricing and hedging,
fund management and trading. The observed complex price fluctuations guide and
constraint our theoretical understanding of agent interactions and of the
organization of the market. The gaussian paradigm of independent normally
distributed price increments has long been known to be incorrect with many
attempts to improve it. Econometric nonlinear autoregressive models with
conditional heteroskedasticity (ARCH) and their generalizations capture only
imperfectly the volatility correlations and the fat tails of the probability
distribution function (pdf) of price variations. Moreover, as far as changes in
time scales are concerned, the so-called ``aggregation'' properties of these
models are not easy to control. More recently, the leptokurticity of the full
pdf was described by a truncated ``additive'' L\'evy flight model (TLF).
Alternatively, Ghashghaie et al. proposed an analogy between price dynamics and
hydrodynamic turbulence. In this letter, we use wavelets to decompose the
volatility of intraday (S&P500) return data across scales. We show that when
investigating two-points correlation functions of the volatility logarithms
across different time scales, one reveals the existence of a causal information
cascade from large scales (i.e. small frequencies, hence to vocable
``infrared'') to fine scales (``ultraviolet''). We quantify and visualize the
information flux across scales. We provide a possible interpretation of our
findings in terms of market dynamics.Comment: 9 pages, 3 figure
Physics (almost) without accelerators
In this paper I will review the Astroparticle Physics activities carried out by Istituto Nazionale di Fisica Nucleare, the main Italian organisation dealing with basic research in Physcs. I will focus the paper on few selected highlights and in particular on the activities of the Gran Sasso Laboratory
Status of XENON
XENON is a program for the search of dark-matter WIMP particles that has successfully operated two detectors in the Gran Sasso Laboratory, Italy. After the publication, in 2012, of the most stringent limit on spin-independent
WIMP-nucleus interactions, the XENON100 detector has been taking data, and other analyses have been carried out. At the same time, the new generation detector, XENON1T has been designed and its construction started in 2013
Determination of s(x) and \bar{s}(x) from a global QCD analysis
A new global QCD analysis of DIS data is presented. The \nu Fe and
\bar{\nu}Fe differential cross-section data are included to constrain the
strange component of the nucleon sea. As a result we found a hard strangeness
at high-x and some evidence for an asymmetry between xs(x) and x\bar{s}(x).Comment: 5 pages, 4 figure
A multifractal random walk
We introduce a class of multifractal processes, referred to as Multifractal
Random Walks (MRWs). To our knowledge, it is the first multifractal processes
with continuous dilation invariance properties and stationary increments. MRWs
are very attractive alternative processes to classical cascade-like
multifractal models since they do not involve any particular scale ratio. The
MRWs are indexed by few parameters that are shown to control in a very direct
way the multifractal spectrum and the correlation structure of the increments.
We briefly explain how, in the same way, one can build stationary multifractal
processes or positive random measures.Comment: 5 pages, 4 figures, uses RevTe
A low background facility inside the LVD detector at Gran Sasso
The Large Volume Detector (LVD) in the Gran Sasso Laboratory of INFN is an
observatory mainly devoted to search for neutrinos from core collapse
supernovae. It consists of 1000 tons of liquid scintillator divided in 840
stainless steel tanks 1.5m each. In this letter we present the possibility
for LVD to work both as a passive shield and moderator for the low energy gamma
and neutron background and as an active veto for muons and higher energy
neutrons. An inner region inside the LVD structure ("LVD Core Facility") can be
identified, with a volume of about 30m, with the neutron background typical
of an underground laboratory placed at a much deeper site. This region can be
realized with a negligible impact on the LVD operation and sensitive mass. The
LVD Core Facility could be effectively exploited by a compact experiment for
the search of rare events, such as double beta decay or dark matter.Comment: 5 pages, 2 figure
The impact of new neutrino DIS and Drell-Yan data on large-x parton distributions
New data sets have recently become available for neutrino and antineutrino
deep inelastic scattering on nuclear targets and for inclusive dimuon
production in pp pd interactions. These data sets are sensitive to different
combinations of parton distribution functions in the large-x region and,
therefore, provide different constraints when incorporated into global parton
distribution function fits. We compare and contrast the effects of these new
data on parton distribution fits, with special emphasis on the effects at large
x. The effects of the use of nuclear targets in the neutrino and antineutrino
data sets are also investigated.Comment: 24 pages, 13 figure
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