Statistical Learning in Wasserstein Space

We seek a generalization of regression and principle component analysis (PCA) in a metric space where data points are distributions metrized by the Wasserstein metric. We recast these analyses as multimarginal optimal transport problems. The particular formulation allows efficient computation, ensures existence of optimal solutions, and admits a probabilistic interpretation over the space of paths (line segments). Application of the theory to the interpolation of empirical distributions, images, power spectra, as well as assessing uncertainty in experimental designs, is envisioned

Conditional cash transfers, female bargaining power and parental labour supply

Recent empirical evidence shows that conditional cash transfer (CCT) programmes do not have an aggregate effect on the adult labour supply. However, little attention has been paid to the role of other intrahousehold dynamics. This paper examines how the parental labour supply response to CCT programmes varies with the bargaining power structure of households. We analyse a randomized experimental CCT design from rural areas of Honduras (PRAF) and found that women with more bargaining power in the household are four percentage points less likely to be employed than other women

Electron transfer in polyaromatic hydrocarbons and molecular carbon nanostructures

Planar and curved polycyclic aromatic hydrocarbons (PAHs) represent an interesting class of compounds with physical chemical properties particularly appealing, as good organic semiconductors and molecular model of larger carbon nano- structures. Investigation of the heterogeneous electron transfer in these systems lets to probe their electronic properties and the reactivity of the corresponding generated carbanions and carbocations that can form new bonds, thus leading to different carbon systems. A particular focus is on the intrinsically high reactivity of carbocations which induces a series of reactions building up new carbon–carbon bonds, thus allowing to enlarge the initial molecular unit into a nanostructure. This represents a new and convenient way to exploit the electro- chemically triggered reactivity into the synthesis of carbon nanostructured materials

A retrospective study on the artificial mummification of the Blessed Andrea da Montereale (AD 1479)

Andrea da Montereale was a 15th Century Augustinian monk from the inner Abruzzo region, central Italy. We investigated the preservation mechanisms of his body by retrospective survey of textual sources and reports from the Canonical Recognitions. The partially mummified body of the Blessed Andrea da Montereale revealed indisputable evidence of artificial mummification (excerebration and evisceration cuts, absence of internal organs) at visual inspection. The cadaver features emphasized by the hagiographers (vivid colours, absence of putrefaction or bad smelling for thirty days after death, without balsams treatments) sounds like an unrequested explanation for the body miraculous preservation. To the best of our knowledge, this represents the twelfth known case of an embalmed body in Catholic Religion, the tenth in Central Italy, and the second one documented in the Abruzzo regio

Helicity asymmetries in double pion photoproduction on the proton

Based on a prior model on double pion photoproduction on the proton, successfully tested in total cross sections and invariant mass distributions, we make a theoretical study of the angular dependence of helicity asymmetries from the interaction of circularly polarized photons with unpolarized protons. We show that this observable is sensitive to details of the internal mechanisms and, thus, represents a complementary test of the theoretical model.Comment: 16 pages, 6 figures, version accepted for publication in Nuclear Physics

Measurement of the Q(2) Dependence of the Deuteron Spin Structure Function g(1) and Its Moments at Low Q(2) with CLAS

We measured the g1 spin structure function of the deuteron at low Q2, where QCD can be approximated with chiral perturbation theory (χPT). The data cover the resonance region, up to an invariant mass of W ≈ 1.9  GeV. The generalized Gerasimov-Drell-Hearn sum, the moment Γd1 and the spin polarizability γ0d are precisely determined down to a minimum Q2 of 0.02  GeV2 for the first time, about 2.5 times lower than that of previous data. We compare them to several χPT calculations and models. These results are the first in a program of benchmark measurements of polarization observables in the χPT domain. We measured the g1 spin structure function of the deuteron at low Q2, where QCD can be approximated with chiral perturbation theory (χPT). The data cover the resonance region, up to an invariant mass of W ≈1.9  GeV. The generalized Gerasimov-Drell-Hearn sum, the moment Γ_{1}^{d} and the spin polarizability γ_{0}^{d} are precisely determined down to a minimum Q2 of 0.02  GeV2 for the first time, about 2.5 times lower than that of previous data. We compare them to several χPT calculations and models. These results are the first in a program of benchmark measurements of polarization observables in the χPT domain

Cultivos de Bradyrhizobium japonicum y Sinorhizobium melitoti en medios con hojas de Amaranthus cruentus, como aporte de factores de crecimiento

p.43-50En este trabajo se estudió la obtención de suspensiones de Sinorhizobium meliloti y Bradyrhizobium japonicum, considerando el efecto de la harina de hoja de amaranto sobre el crecimiento celular en medios recomendados por distintos autores. Los experimentos se realizaron en erlenmeyers en agitador rotatorio a 250 rpm y 2,5 cm de excentricidad. Los estudios realizados permitieron establecer medios de cultivo para alcanzar concentraciones celulares del orden de 2 x 10¹° células viables/ml. Los resultados obtenidos muestran que es posible reemplazar los 4 g/l de extracto de levadura en los medios típicos por 4g/l de harina de hoja de Amaranthus cruentus o sus extractos acuosos. Con las suspensiones obtenidas de cada microorganismo se prepararon inoculantes utilizando como soportes, turba y perlita. La sobrevivencia de las cepas sobre los soportes indicados, a los seis meses, mostraron una concentración de 9x10(9) a 2x10¹° células viables/g, manteniendo los microorganismos sus propiedades simbióticas

Probing the nucleon structure with CLAS

An overview of recent results with CLAS is presented with emphasis on nucleon resonance studies, nucleon spin structure, and generalized parton distributions.Comment: Plenary talk presented at NSTAR 2007, Bonn, German

Tensor Analyzing Powers for Quasi-Elastic Electron Scattering from Deuterium

We report on a first measurement of tensor analyzing powers in quasi-elastic electron-deuteron scattering at an average three-momentum transfer of 1.7 fm$^{-1}$. Data sensitive to the spin-dependent nucleon density in the deuteron were obtained for missing momenta up to 150 MeV/$c$ with a tensor polarized $^2$H target internal to an electron storage ring. The data are well described by a calculation that includes the effects of final-state interaction, meson-exchange and isobar currents, and leading-order relativistic contributions.Comment: 4 pages, 3 figure