95 research outputs found
A Bayesian Mixed Multinomial Logit Model for choice-sets and decision-makers’ heterogeneity
A Bayesian semi-parametric GLMM for historical and newly collected presence-only data: an application to species richness of Ross Sea Mollusca
The AMS-02 Time of Flight System. Final Design
The AMS-02 detector is a superconducting magnetic spectrometer that will
operate on the International Space Station. The time of flight (TOF) system of
AMS-02 is composed by four scintillator planes with 8, 8, 10, 8 counters each,
read at both ends by a total of 144 phototubes. This paper describes the new
design, the expected performances, and shows preliminary results of the ion
beam test carried on at CERN on October 2002.Comment: 4 pages, 6 EPS figures. Proc. of the 28th ICRC (2003
Properties of recent IBAD-MOCVD Coated Conductors relevant to their high field, low temperature magnet use
BaZrO3 (BZO) nanorods are now incorporated into production IBAD-MOCVD coated
conductors. Here we compare several examples of both BZO-free and
BZO-containing coated conductors using critical current (Ic) characterizations
at 4.2 K over their full angular range up to fields of 31 T. We find that BZO
nanorods do not produce any c-axis distortion of the critical current density
Jc(theta) curve at 4.2 K at any field, but also that pinning is nevertheless
strongly enhanced compared to the non-BZO conductors. We also find that the
tendency of the ab-plane Jc(theta) peak to become cusp-like is moderated by BZO
and we define a new figure of merit that may be helpful for magnet design - the
OADI (Off-Axis Double Ic), which clearly shows that BZO broadens the ab-plane
peak and thus raises Jc 5-30{\deg} away from the tape plane, where the most
critical approach to Ic occurs in many coil designs. We describe some
experimental procedures that may make critical current Ic tests of these very
high current tapes more tractable at 4.2 K, where Ic exceeds 1000 A even for 4
mm wide tape with only 1 micron thickness of superconductor. A positive
conclusion is that BZO is very beneficial for the Jc characteristics at 4.2 K,
just as it is at higher temperatures, where the correlated c-axis pinning
effects of the nanorods are much more obvious
The AMS-02 Time of Flight System
The Time-of-Flight (TOF) system of the AMS detector gives the fast trigger to
the read out electronics and measures velocity, direction and charge of the
crossing particles. The first version of the detector (called AMS-01) has flown
in 1998 aboard of the shuttle Discovery for a 10 days test mission, and
collected about events. The new version (called AMS-02) will be
installed on the International Space Station and will operate for at least
three years, collecting roughly Cosmic Ray (CR) particles. The TOF
system of AMS-01 successfully operated during the test mission, obtaining a
time resolution of 120 ps for protons and better for other CR ions. The TOF
system of AMS-02 will be different due to the strong fringing magnetic field
and weight constraintsComment: 6 pages, 7 figures. Talk given at the ``First International
Conference on Particle and Fundamental Physics in Space'', La Biodola, Isola
d'Elba (Italy), 14 -- 19 May 2002. To be published by Nuclear Physics B -
Proceedings Supplement. Sep. 13, 2002: added "Conclusion" sectio
A note on Bayesian hypothesis testing for the scalar skew-normal distribution
The skew-normal distribution is a class of densities that preserves some
useful properties of the normal distribution while allowing a shape parameter to account
for skewness. It has various remarkable properties in terms of mathematical
tractability and turned out to be quite useful in modelling real data. However from
an inferential point of view its use gives raise to many difficulties, that are intrinsically
tied with the shape of the likelihood function. This fact suggests to solve the
problem by calibrating the likelihood with a weight function, and perhaps the most
intuitive calibration can be obtained in the Bayesian framework, where the prior distribution
plays naturally the role of the weight function. Here we consider in details
the problem of testing normality in the general skew-normal model, and solve it by
means of different tools for hypothesis testing in the Bayesian framework, namely
the Bayes factor and the Jeffreys divergence, pointing out benefits and problems of
both approaches
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