4,820 research outputs found
Resonance scattering at lyman-alpha by an atomic hydrogen cell
Hydrogen cell and ion chamber for obtaining photoelectric data on resonance scattering at lyman alpha lin
The swiss army knife of job submission tools: grid-control
Grid-control is a lightweight and highly portable open source submission tool
that supports virtually all workflows in high energy physics (HEP). Since 2007
it has been used by a sizeable number of HEP analyses to process tasks that
sometimes consist of up 100k jobs. grid-control is built around a powerful
plugin and configuration system, that allows users to easily specify all
aspects of the desired workflow. Job submission to a wide range of local or
remote batch systems or grid middleware is supported. Tasks can be conveniently
specified through the parameter space that will be processed, which can consist
of any number of variables and data sources with complex dependencies on each
other. Dataset information is processed through a configurable pipeline of
dataset filters, partition plugins and partition filters. The partition plugins
can take the number of files, size of the work units, metadata or combinations
thereof into account. All changes to the input datasets or variables are
propagated through the processing pipeline and can transparently trigger
adjustments to the parameter space and the job submission. While the core
functionality is completely experiment independent, integration with the CMS
computing environment is provided by a small set of plugins.Comment: 8 pages, 7 figures, Proceedings for the 22nd International Conference
on Computing in High Energy and Nuclear Physic
Testing Transitivity of Preferences on Two-Alternative Forced Choice Data
As Duncan Luce and other prominent scholars have pointed out on several occasions, testing algebraic models against empirical data raises difficult conceptual, mathematical, and statistical challenges. Empirical data often result from statistical sampling processes, whereas algebraic theories are nonprobabilistic. Many probabilistic specifications lead to statistical boundary problems and are subject to nontrivial order constrained statistical inference. The present paper discusses Luce's challenge for a particularly prominent axiom: Transitivity. The axiom of transitivity is a central component in many algebraic theories of preference and choice. We offer the currently most complete solution to the challenge in the case of transitivity of binary preference on the theory side and two-alternative forced choice on the empirical side, explicitly for up to five, and implicitly for up to seven, choice alternatives. We also discuss the relationship between our proposed solution and weak stochastic transitivity. We recommend to abandon the latter as a model of transitive individual preferences
Recommended from our members
Some anomalies of mesosphere/lower thermosphere parameters during the recent solar minimum
The recent solar minimum has been characterized by an anomalous strong decrease of thermospheric density since 2005. Here we analyze anomalies of mesosphere/lower thermosphere parameters possibly connected with this effect. In particular, nighttime mean LF reflection heights measured at Collm, Germany, show a very strong decrease after 2005, indicating a density decrease. This decrease is also visible in mean meteor heights measured with VHF meteor radar at Collm. This density decrease is accompanied by an increase of gravity wave (GW) amplitudes in the upper mesosphere and a decrease in the lower thermosphere. On the decadal scale, GWs are negatively correlated with the background zonal wind, but this correlation is modulated in the course of the solar cycle, indicating the combined effect of GW filtering and density decrease
Precision education: A Bayesian nonparametric approach for handling item and examinee heterogeneity in assessment data
We propose a novel nonparametric Bayesian IRT model in this paper by
introducing the clustering effect at question level and further assume
heterogeneity at examinee level under each question cluster, characterized by
the mixture of Binomial distributions. The main contribution of this work is
threefold: (1) We demonstrate that the model is identifiable. (2) The
clustering effect can be captured asymptotically and the parameters of interest
that measure the proficiency of examinees in solving certain questions can be
estimated at a root n rate (up to a log term). (3) We present a tractable
sampling algorithm to obtain valid posterior samples from our proposed model.
We evaluate our model via a series of simulations as well as apply it to an
English assessment data. This data analysis example nicely illustrates how our
model can be used by test makers to distinguish different types of students and
aid in the design of future tests
Development of the mesospheric Na layer at 69° N during the Geminids meteor shower 2010
The ECOMA sounding rocket campaign in 2010 was performed to investigate the
charge state and number density of meteoric smoke particles during the
Geminids meteor shower in December 2010. The ALOMAR Na lidar
contributed to the campaign with measurements of sodium number density,
temperature and line-of-sight wind between 80 and 110 km altitude
over Andøya in northern Norway. This paper investigates a possible
connection between the Geminids meteor shower and the mesospheric sodium
layer. We compare with data from a meteor radar and from a rocket-borne
in situ particle instrument on three days. Our main result is that the sodium
column density is smaller during the Geminids meteor shower than the winter
average at the same latitude. Moreover, during two of the three years
considered, the sodium column density decreased steadily during these three
weeks of the year. Both the observed decrease of Na column density by
30% and of meteoric smoke particle column density correlate well with a
corresponding decrease of sporadic meteor echoes. We found no correlation
between Geminids meteor flux rates and sodium column density, nor between
sporadic meteors and Na column density (<I>R</I> = 0.25). In general, we
found the Na column density to be at very low values for winter,
between 1.8 and 2.6 × 10<sup>13</sup> m<sup>−2</sup>. We detected two meteor
trails containing sodium, on 13 December 2010 at 87.1 km and on 19
December 2010 at 84 km. From these meteor trails, we estimate a
global meteoric Na flux of 121 kg d<sup>−1</sup> and a global total
meteoric influx of 20.2 t d<sup>−1</sup>
- …