A Factor analysis of hidrochemical composition of Llobregat river basin

Hydrogeological research usually includes some statistical studies devised to elucidate mean background state, characterise relationships among different hydrochemical parameters, and show the influence of human activities. These goals are achieved either by means of a statistical approach or by mixing modelsbetween end-members. Compositional data analysis has proved to be effective with the first approach, but there is no commonly accepted solution to the end-member problem in a compositional framework.We present here a possible solution based on factor analysis of compositions illustrated with a case study.We find two factors on the compositional bi-plot fitting two non-centered orthogonal axes to the most representative variables. Each one of these axes defines a subcomposition, grouping those variables thatlay nearest to it. With each subcomposition a log-contrast is computed and rewritten as an equilibrium equation. These two factors can be interpreted as the isometric log-ratio coordinates (ilr) of three hiddencomponents, that can be plotted in a ternary diagram. These hidden components might be interpreted as end-members.We have analysed 14 molarities in 31 sampling stations all along the Llobregat River and its tributaries, with a monthly measure during two years. We have obtained a bi-plot with a 57% of explained totalvariance, from which we have extracted two factors: factor G, reflecting geological background enhanced by potash mining; and factor A, essentially controlled by urban and/or farming wastewater. Graphicalrepresentation of these two factors allows us to identify three extreme samples, corresponding to pristine waters, potash mining influence and urban sewage influence. To confirm this, we have available analysisof diffused and widespread point sources identified in the area: springs, potash mining lixiviates, sewage, and fertilisers. Each one of these sources shows a clear link with one of the extreme samples, exceptfertilisers due to the heterogeneity of their composition.This approach is a useful tool to distinguish end-members, and characterise them, an issue generally difficult to solve. It is worth note that the end-member composition cannot be fully estimated but only characterised through log-ratio relationships among components. Moreover, the influence of each endmember in a given sample must be evaluated in relative terms of the other samples. These limitations areintrinsic to the relative nature of compositional data

Territorio en mutación: la industria textil-confección como factor de desarrollo local en Galicia

La industria textil y de la confección ha experimentado en Galicia un muy notable proceso de expansión en las últimas décadas. Esta actividad se localiza de modo específico en determinadas localidades y espacios, donde se configuran sistemas productivos locales, mientras en el resto su presencia es más débil. Otra de las características del sector es el contraste existente entre dos modelos empresariales: el vinculado al grupo multinacional Inditex y aquel asociado a un grupo de empresas de menor entidad, pero de gran capacidad competitiva en los segmentos de calidad asociados al diseño. El presente análisis presenta como objetivos: presentar las estrategias empresariales de los dos mode los productivos existentes, individualizar aquellos factores de carácter socioeconómico y territorial que han favorecido el desarrollo de la actividad e identificar las principales implicaciones territoriales que el sector ha generado en aquellas localidades donde su presencia es más significativa.

The antilipolytic effect of insulin and epidermal growth factor in rat adipocytes are mediated by different mechanisms

Epidermal growth factor (EGF) and insulin induced similar effects in isolated rat adipocytes. To determine whether EGF and insulin produced similar effects through the same mechanisms, we focused on lipolysis. Insulin inhibited the lipolysis stimulated by isoproterenol, glucagon (either alone or in combination with adenosine deaminase), adenosine deaminase itself, or forskolin. In contrast, EGF did not inhibit the lipolysis stimulated by forskolin or by hormones when the cells were also incubated with adenosine deaminase. The effect of insulin, but not that of EGF, on isoproterenol-stimulated lipolysis disappeared when adipocytes were incubated with 1 microM wortmannin. These results indicate that EGF and insulin affected lipolysis through different mechanisms. We observed that EGF, but not insulin, increased cytosolic Ca2+. The effect of EGF, but not that of insulin, disappeared when the cells were incubated in a Ca2+-free medium. We suggest that EGF, but not insulin, mediate its antilipolytic effect through a Ca2+-dependent mechanism which, however, do not involve Ca2+-activated protein kinase C isoforms. This is based on the following: 1) phorbol 12-myristate 13-acetate affected lipolysis in an opposite way to that of EGF; and 2) the protein kinase C inhibitor bisindolylmaleimide GF 109203X did not affect the antilipolytic action of EGF. Our results indicate that the antilipolytic effect of EGF resembles more that of vasopressin than that of insulin.

Human capital as a factor of growth and employment at the regional level. The case of Spain

We use statistical techniques to quantify the effects of school attainment on individual wages, participation rates and employment probabilities in Spain, and to measure the contribution of education to labour productivity at the regional level. These estimates are then combined with data on private and public expenditure on education and with information on taxes and social benefits to construct measures of the private and social returns to schooling, to explore the effects of public policies on private incentives to invest in human capital, and to analyse the long-term effects of schooling on public finances. The results are used, together with estimates of the returns to alternative assets, to draw some tentative conclusions regarding the adequacy of the aggregate investment patterns observed in the regions of Spain, and to identify changes in the design of national and EU cohesion and growth policies that may help enhance their effectiveness.

Are one factor logarithmic volatility models useful to fit the features of financial data? An application to microsoft data.

This paper provides empirical evidence that continuous time models with one factor of volatility, in some conditions, are able to fit the main characteristics of financial data. It also reports the importance of the feedback factor in capturing the strong volatility clustering of data, caused by a possible change in the pattern of volatility in the last part of the sample. We use the Efficient Method of Moments (EMM) by Gallant and Tauchen (1996) to estimate logarithmic models with one and two stochastic volatility factors (with and without feedback) and to select among them.

Inflation and factor shares

We use results from the literature on the determinants of price-cost margins to derive an equation relating labor's share of national income to the inflation rate (as well as to the output gap, the unemployment rate and the capital stock per worker). The equation is tested with a panel of 15 OECD countries. We obtain a robust positive relationship between inflation and the labor share. Our results suggest that disinflation is not distributively neutral, provide empirical support for the distinct concern about price stability shown by trade unions and employers' organizations, and help explaining the negative impact of inflation on growth.

Factor decomposition of spatial income inequality: a revision

Duro and Esteban (1998) proposed an additive decomposition of Theil populationweighted index by four income multiplicative factors (in spatial contexts). This note makes some additional methodological points: first, it argues that interaction effects are taken into account in the factoral indexes although only in a fairly restrictive way. As a consequence, we suggest to rewrite the decomposition formula as a sum of strict Theil indexes plus the interactive terms; second, it might be instructive to aggregate some of the initial factors; third, this decomposition can be immediately extended to the between- and within-group components.

An analysis of strategic paths through the decomposition of total factor productivity: the case of Spanish savings banks

The Spanish savings banks attracted quite a considerable amount of interest within the scientific arena, especially subsequent to the disappearance of the regulatory constraints during the second decade of the 1980s. Nonetheless, a lack of research identified with respect to mainstream paths given by strategic groups, and the analysis of the total factor productivity. Therefore, on the basis of the resource-based view of the firm and cluster analysis, we make use of changes in structure and performance ratios in order to identify the strategic groups extant in the sector. We attain a threeways division, which we link with different input-output specifications defining strategic paths. Consequently, on the basis of these three dissimilar approaches we compute and decompose a Hicks-Moorsteen total factor productivity index. Obtained results put forward an interesting interpretation under a multi-strategic approach, together with the setbacks of employing cluster analysis within a complex strategic environment. Moreover, we also propose an ex-post method of analysing the outcomes of the decomposed total factor productivity index that could be merged with non-traditional techniques of forming strategic groups, such as cognitive approaches.

Generalized factor models: a bayesian approach

There is recent interest in the generalization of classical factor models in which the idiosyncratic factors are assumed to be orthogonal and there are identification restrictions on cross-sectional and time dimensions. In this study, we describe and implement a Bayesian approach to generalized factor models. A flexible framework is developed to determine the variations attributed to common and idiosyncratic factors. We also propose a unique methodology to select the (generalized) factor model that best fits a given set of data. Applying the proposed methodology to the simulated data and the foreign exchange rate data, we provide a comparative analysis between the classical and generalized factor models. We find that when there is a shift from classical to generalized, there are significant changes in the estimates of the structures of the covariance and correlation matrices while there are less dramatic changes in the estimates of the factor loadings and the variation attributed to common factors.

Paper de la PAP en la resposta inflamatoria durant la pancreatitis aguda

Estudi elaborat a partir d’una estada al Institut national de la santé et de la recherche médicale, França, entre setembre i octubre del 2006. La PAP va ser identificada inicialment com una proteïna de secreció, que apareixia al suc pancreàtic després de la inducció d’una pancreatitis aguda experimental. Per la PAP s’ha suggerit diferents funcions, algunes no relacionades en aparença, però les més interessants en el camp de la pancreatitis són les activitats antiapoptótiques, mitogéniques i, especialment, antiinflamatóries. Per aprofundir en aquests aspectes de la PAP, s’ha emprat un model de ratolí PAP-/- per observar els efectes de la deleció del gen de la PAP durant la pancreatitis aguda.Per induir la pancreatitis es va fer servir el model de administració de ceruleina a dosi supra-màximes. En aquestes condicions es va observar que en els animals PAP-/-, la severitat del procés era menor. Els marcadors de necrosi pancreàtica, lipasa i amilasa, van presentar nivells menors en els animals PAP-/- que en els corresponents wild type. Per contra, el nombre de PMN infiltrats i la producció de citoquines pro-inflamatories va ser major en el pàncreas dels animals PAP-/-. La intensitat de la resposta inflamatòria observada suggereix que en condicions fisiològiques, el paper anti-inflamatori de la PAP es prou rellevant. Això ja s’havia suggerit en estudis in vitro, en els que es va demostrar que l’activitat antiinflamatòria de la PAP depenia de la via de transducció de senyal Jak/STAT/SOCS3. Aquesta hipòtesi s’ha comprovat in vivo, monitoritzant el nivell d’activació de STAT3 en els pàncreas dels animals després de la inducció de la pancreatitis.Tot plegat confirma que les funcions antiinflamatòries descrites in vitro per la PAP també es poden observar in vivo, de manera que la PAP sembla ser un agent important en la resposta de les cèl•lules pancreàtiques durant la pancreatitis aguda.

Regulació del factor de transcripció NFAT5 per les quinases WNK1, SPAK i OSR1 i cerca de quinases activadores de la pròpia WNK1 en resposta a estrés osmòtic

Estudi elaborat a partir d’una estada a la School of Life Sciences de la University of Dundee, Gran Bretanya, entre gener i març del 2007.L'estrès osmòtic causa rà pidament l'activació de la quinasa WNK1, que fosforila i activa a continuació les quinases SPAK i OSR1, que alhora regulen canals i transportadors d’ions preexistents a la membrana cel•lular. El factor de transcripció NFAT5 és el principal regulador de la resposta cel•lular transcripcional secundà ria a hipertonicitat i s’ha descrit que les quinases p38, Fyn, PKA, ERK/MEK i ATM estan involucrades en la seva regulació post-traduccional. No obstant, com que la funció d’aquestes quinases no explica totalment els mecanismes d'activació de NFAT5, s’ha estudiat si l’activitat transcripcional de NFAT5 pot estar regulada per WNK1, SPAK o OSR1. Així doncs, es va observar que l’activitat d’un reporter dependent de NFAT5 no es veu afectada per la presència de cap de les quinases anteriors, en la seva forma wild-type o dominant negatiu. D’altra banda, es va estudiar quin domini de WNK1 és necessari per a que pugui respondre a hipertonicitat i quines quinases poden estar involucrades en la fosforilació de la serina 382 de WNK1. En conclusió, les dades obtingudes apunten que l’activació de WNK1 en resposta a estrès osmòtic requereix la seva fosforilació en la serina 382 per quinases upstream com PAK2 o RSK i que també és necessari un dels seus dominis coiled-coil, almenys els aminoà cids 558 i 561. Aquests processos, però, semblen ser independents de l’activació de NFAT5 en resposta a hipertonicitat.   

Decomposing differences in total factor productivity across firm size

This paper investigates the extent to which the gap in total factor productivity between small and large firms is due to differences in the endowment of factors determining productivity and to the returns associated with these factors. We place particular emphasis on the contribution of differences in the propensity to innovate and in the use of skilled labor across firms of different size. Empirical evidence from a representative sample of Spanish manufacturing firms corroborates that both differences in endowments and returns to innovation and skilled labor significantly contribute to the productivity gap between small and large firms. In addition, it is observed that the contribution of innovation to this gap is caused only by differences in quantity, while differences in returns have no effect; in the case of human capital, however, most of the effect can be attributed to increasing differences in returns between small and large firms.

Implicacions del factor tissular en l'activació plaquetària: mecanismes d'acció

La formació de trombus està mediada per dos sistemes paral•lels: el sistema de la coagulació i agregació plaquetària. El prinicipal inciador de la cascada de la coagulació in vivo és el factor tissular (FT). La hipòtesi del present treball és que el FT és capaç d’induir agregació i activació plaquetària independentment del seu paper en la coagulació. Mitjançant estudis d’agregació hem vist que el FT indueix activació i agregació plaquetària. A més també hem pogut veure que en un sistema que simula el flux sanguini, les plaquetes són capaces d’adherir-se a una superfície coberta per FT, de manera similar al que s’espera en una placa ateroscleròtica trencada. Hem trobat que el FT indueix activació plaquetària per vies de senyalització que involucren la PKC, PI3K, tirosin quinases i Ser/Tre fosfatases. Per últim hem generat una línia cel•lular que expressa FT a la membrana. Aquesta línia cel•lular permetrà futurs estudis de la funció del FT en la seva forma nativa, és a dir, com a proteïna transmembrana enlloc de proteïna soluble purificada. En resum, aquests estudis han permès veure com el FT és capaç d’activar directament les plaquetes i induir la seva agregació jugant així un doble paper en els mecanismes de trombosi i hemostàsia.