124,924 research outputs found
Bioinformatics: A challenge for statisticians
Bioinformatics is a subject that requires the skills of biologists, computer scientists, mathematicians and staisticians. This paper introduces the reader to one small aspect of the subject: the study of microarrays. It describes some of the complexities of the enormous amounts of data that are available and shows how simple statistical techniques can be used to highlight deficiencies in that data
Low-gravity solidification of cast iron and space technology applications
Two types of analyses relating to cast iron solidification were conducted. A theoretical analysis using a computer to predict the cooling versus time relationship throughout the test specimen was performed. Tests were also conducted in a ground-based laboratory to generate a cooling time curve for cast iron. In addition, cast iron was cooled through the solidification period on a KC-135 and an F-104 aircraft while these aircraft were going through a period of low gravity. Future subjects for low gravity tests are enumerated
A fixed-point approximation for a routing model in equilibrium
We use a method of Luczak (arXiv:1212.3231) to investigate the equilibrium
distribution of a dynamic routing model on a network. In this model, there are
nodes, each pair joined by a link of capacity . For each pair of nodes,
calls arrive for this pair of endpoints as a Poisson process with rate
. A call for endpoints is routed directly onto the link
between the two nodes if there is spare capacity; otherwise two-link paths
between and are considered, and the call is routed along a path with
lowest maximum load, if possible. The duration of each call is an exponential
random variable with unit mean. In the case , it was suggested by Gibbens,
Hunt and Kelly in 1990 that the equilibrium of this process is related to the
fixed points of a certain equation. We show that this is indeed the case, for
every , provided the arrival rate is either sufficiently
small or sufficiently large. In either regime, we show that the equation has a
unique fixed point, and that, in equilibrium, for each , the proportion of
links at each node with load is strongly concentrated around the th
coordinate of the fixed point.Comment: 33 page
Serological survey of anti-group A rotavirus IgM in UK adults
Rotaviral associated disease of infants in the UK is seasonal and infection in adults not uncommon but the relationship between these has been little explored. Adult sera collected monthly for one year from routine hospital samples were screened for the presence of anti-group A rotavirus immunoglobulin M class antibodies as a marker of recent infection. Anti-rotavirus IgM was seen in all age groups throughout the year with little obvious seasonal variation in the distribution of antibody levels. IgM concentrations and the proportion seropositive above a threshold both increased with age with high concentrations consistently observed in the elderly. Results suggest either high infection rates of rotavirus in adults, irrespective of seasonal disease incidence in infants, IgM persistence or IgM cross-reactivity. These results support recent evidence of differences between infant and adult rotavirus epidemiology and highlight the need for more extensive surveys to investigate age and time related infection and transmission of rotavirus
Hypersurfaces of bounded Cohen--Macaulay type
Let R = k[[x_0,...,x_d]]/(f), where k is a field and f is a non-zero non-unit
of the formal power series ring k[[x_0,...,x_d]]. We investigate the question
of which rings of this form have bounded Cohen--Macaulay type, that is, have a
bound on the multiplicities of the indecomposable maximal Cohen--Macaulay
modules. As with finite Cohen--Macaulay type, if the characteristic is
different from two, the question reduces to the one-dimensional case: The ring
R has bounded Cohen--Macaulay type if and only if R is isomorphic to
k[[x_0,...,x_d]]/(g+x_2^2+...+x_d^2), where g is an element of k[[x_0,x_1]] and
k[[x_0,x_1]]/(g) has bounded Cohen--Macaulay type. We determine which rings of
the form k[[x_0,x_1]]/(g) have bounded Cohen--Macaulay type.Comment: 16 pages, referee's suggestions and correction
The Population Genetic Signature of Polygenic Local Adaptation
Adaptation in response to selection on polygenic phenotypes may occur via
subtle allele frequencies shifts at many loci. Current population genomic
techniques are not well posed to identify such signals. In the past decade,
detailed knowledge about the specific loci underlying polygenic traits has
begun to emerge from genome-wide association studies (GWAS). Here we combine
this knowledge from GWAS with robust population genetic modeling to identify
traits that may have been influenced by local adaptation. We exploit the fact
that GWAS provide an estimate of the additive effect size of many loci to
estimate the mean additive genetic value for a given phenotype across many
populations as simple weighted sums of allele frequencies. We first describe a
general model of neutral genetic value drift for an arbitrary number of
populations with an arbitrary relatedness structure. Based on this model we
develop methods for detecting unusually strong correlations between genetic
values and specific environmental variables, as well as a generalization of
comparisons to test for over-dispersion of genetic values among
populations. Finally we lay out a framework to identify the individual
populations or groups of populations that contribute to the signal of
overdispersion. These tests have considerably greater power than their single
locus equivalents due to the fact that they look for positive covariance
between like effect alleles, and also significantly outperform methods that do
not account for population structure. We apply our tests to the Human Genome
Diversity Panel (HGDP) dataset using GWAS data for height, skin pigmentation,
type 2 diabetes, body mass index, and two inflammatory bowel disease datasets.
This analysis uncovers a number of putative signals of local adaptation, and we
discuss the biological interpretation and caveats of these results.Comment: 42 pages including 8 figures and 3 tables; supplementary figures and
tables not included on this upload, but are mostly unchanged from v
Factoring the Adjoint and Maximal Cohen--Macaulay Modules over the Generic Determinant
A question of Bergman asks whether the adjoint of the generic square matrix
over a field can be factored nontrivially as a product of square matrices. We
show that such factorizations indeed exist over any coefficient ring when the
matrix has even size. Establishing a correspondence between such factorizations
and extensions of maximal Cohen--Macaulay modules over the generic determinant,
we exhibit all factorizations where one of the factors has determinant equal to
the generic determinant. The classification shows not only that the
Cohen--Macaulay representation theory of the generic determinant is wild in the
tame-wild dichotomy, but that it is quite wild: even in rank two, the
isomorphism classes cannot be parametrized by a finite-dimensional variety over
the coefficients. We further relate the factorization problem to the
multiplicative structure of the \Ext--algebra of the two nontrivial rank-one
maximal Cohen--Macaulay modules and determine it completely.Comment: 44 pages, final version of the work announced in math.RA/0408425, to
appear in the American Journal of Mathematic
- …
