988 resultados para Gaussian assumption


Relevância:

10.00% 10.00%

Publicador:

Resumo:

A version of Matheron’s discrete Gaussian model is applied to cell composition data.The examples are for map patterns of felsic metavolcanics in two different areas. Q-Qplots of the model for cell values representing proportion of 10 km x 10 km cell areaunderlain by this rock type are approximately linear, and the line of best fit can be usedto estimate the parameters of the model. It is also shown that felsic metavolcanics in theAbitibi area of the Canadian Shield can be modeled as a fractal

Relevância:

10.00% 10.00%

Publicador:

Resumo:

Homologous genes are classified into orthologs and paralogs, depending on whether they arose by speciation or duplication. It is widely assumed that orthologs share similar functions, whereas paralogs are expected to diverge more from each other. But does this assumption hold up on further examination? We present evidence that orthologs and paralogs are not so different in either their evolutionary rates or their mechanisms of divergence. We emphasize the importance of appropriately designed studies to test models of gene evolution between orthologs and between paralogs. Thus, functional change between orthologs might be as common as between paralogs, and future studies should be designed to test the impact of duplication against this alternative model.

Relevância:

10.00% 10.00%

Publicador:

Resumo:

This paper explores the plurality of institutional environments in which standards for the service sector are expected to support the rise of a global knowledge-based economy. Despite the careful wording of the World Trade Organization (WTO), a whole range of international bodies still have the capacity to define technical specifications affecting how services are expected to be traded on worldwide basis. The analysis relies on global political economy approaches to extend to the area of service standards the assumption that the process of globalization is not opposing states and markets, but a joint expression of both of them including new patterns and agents of structural change through formal and informal power and regulatory practices. It analyses on a cross-institutional basis patterns of authority in the institutional setting of service standards in the context of the International Organisation for Standardisation (ISO), the European Union, and the United States. In contrast to conventional views opposing the American system to the ISO/European framework, the paper questions the robustness of this opposition by showing that institutional developments of service standards are likely to face trade-offs and compromises across those systems and between two opposing models of standardisation.

Relevância:

10.00% 10.00%

Publicador:

Resumo:

This analysis was stimulated by the real data analysis problem of householdexpenditure data. The full dataset contains expenditure data for a sample of 1224 households. The expenditure is broken down at 2 hierarchical levels: 9 major levels (e.g. housing, food, utilities etc.) and 92 minor levels. There are also 5 factors and 5 covariates at the household level. Not surprisingly, there are a small number of zeros at the major level, but many zeros at the minor level. The question is how best to model the zeros. Clearly, models that tryto add a small amount to the zero terms are not appropriate in general as at least some of the zeros are clearly structural, e.g. alcohol/tobacco for households that are teetotal. The key question then is how to build suitable conditional models. For example, is the sub-composition of spendingexcluding alcohol/tobacco similar for teetotal and non-teetotal households?In other words, we are looking for sub-compositional independence. Also, what determines whether a household is teetotal? Can we assume that it is independent of the composition? In general, whether teetotal will clearly depend on the household level variables, so we need to be able to model this dependence. The other tricky question is that with zeros on more than onecomponent, we need to be able to model dependence and independence of zeros on the different components. Lastly, while some zeros are structural, others may not be, for example, for expenditure on durables, it may be chance as to whether a particular household spends money on durableswithin the sample period. This would clearly be distinguishable if we had longitudinal data, but may still be distinguishable by looking at the distribution, on the assumption that random zeros will usually be for situations where any non-zero expenditure is not small.While this analysis is based on around economic data, the ideas carry over tomany other situations, including geological data, where minerals may be missing for structural reasons (similar to alcohol), or missing because they occur only in random regions which may be missed in a sample (similar to the durables)

Relevância:

10.00% 10.00%

Publicador:

Resumo:

Most of economic literature has presented its analysis under the assumption of homogeneous capital stock.However, capital composition differs across countries. What has been the pattern of capital compositionassociated with World economies? We make an exploratory statistical analysis based on compositional datatransformed by Aitchinson logratio transformations and we use tools for visualizing and measuring statisticalestimators of association among the components. The goal is to detect distinctive patterns in the composition.As initial findings could be cited that:1. Sectorial components behaved in a correlated way, building industries on one side and , in a lessclear view, equipment industries on the other.2. Full sample estimation shows a negative correlation between durable goods component andother buildings component and between transportation and building industries components.3. Countries with zeros in some components are mainly low income countries at the bottom of theincome category and behaved in a extreme way distorting main results observed in the fullsample.4. After removing these extreme cases, conclusions seem not very sensitive to the presence ofanother isolated cases

Relevância:

10.00% 10.00%

Publicador:

Resumo:

Different arbuscular mycorrhizal (AMF) fungal taxa have a differential effect on the growth of co-existing plant species. This means that in order to fully understand the role of these fungi in plant communities, information is needed on whether the symbiosis is specific. In this chapter, I briefly review the ecological consequences of specificity versus non-specificity in the arbuscular mycorrhizal symbiosis on plant ecology. Both from a theoretical approach, and based on observations, there has been an underlying assumption that no specificity exists in the arbuscular mycorrhizal symbiosis. I consider why these assumptions have been made. Direct evidence for or against specificity in the symbiosis is scant and the reason is mainly due to the difficulty in describing AMF community structure in natural communities (see Clapp et al., Chap.8, this Vol.). Here, I take an evolutionary, as well as an ecological, approach to look at the evidence that predicts that evolution of specificity in the arbuscular mycorrhizal symbiosis could occur. I then consider alternative hypotheses and evidence that could explain why the evolution of specificity might not occur. These hypotheses are based on the growth habit, reproductive strategies and foraging behaviour of AMF and on new findings concerning ANF genetics.

Relevância:

10.00% 10.00%

Publicador:

Resumo:

This study is part of an ongoing collaborative effort between the medical and the signal processing communities to promote research on applying standard Automatic Speech Recognition (ASR) techniques for the automatic diagnosis of patients with severe obstructive sleep apnoea (OSA). Early detection of severe apnoea cases is important so that patients can receive early treatment. Effective ASR-based detection could dramatically cut medical testing time. Working with a carefully designed speech database of healthy and apnoea subjects, we describe an acoustic search for distinctive apnoea voice characteristics. We also study abnormal nasalization in OSA patients by modelling vowels in nasal and nonnasal phonetic contexts using Gaussian Mixture Model (GMM) pattern recognition on speech spectra. Finally, we present experimental findings regarding the discriminative power of GMMs applied to severe apnoea detection. We have achieved an 81% correct classification rate, which is very promising and underpins the interest in this line of inquiry.

Relevância:

10.00% 10.00%

Publicador:

Resumo:

Niche conservatism, the tendency of a species niche to remain unchanged over time, is often assumed when discussing, explaining or predicting biogeographical patterns. Unfortunately, there has been no basis for predicting niche dynamics over relevant timescales, from tens to a few hundreds of years. The recent application of species distribution models (SDMs) and phylogenetic methods to analysis of niche characteristics has provided insight to niche dynamics. Niche shifts and conservatism have both occurred within the last 100 years, with recent speciation events, and deep within clades of species. There is increasing evidence that coordinated application of these methods can help to identify species which likely fulfill one key assumption in the predictive application of SDMs: an unchanging niche. This will improve confidence in SDM-based predictions of the impacts of climate change and species invasions on species distributions and biodiversity.

Relevância:

10.00% 10.00%

Publicador:

Resumo:

Sediment composition is mainly controlled by the nature of the source rock(s), and chemical (weathering) and physical processes (mechanical crushing, abrasion, hydrodynamic sorting) during alteration and transport. Although the factors controlling these processes are conceptually well understood, detailed quantification of compositional changes induced by a single process are rare, as are examples where the effects of several processes can be distinguished. The present study was designed to characterize the role of mechanical crushing and sorting in the absence of chemical weathering. Twenty sediment samples were taken from Alpine glaciers that erode almost pure granitoid lithologies. For each sample, 11 grain-size fractions from granules to clay (ø grades &-1 to &9) were separated, and each fraction was analysed for its chemical composition.The presence of clear steps in the box-plots of all parts (in adequate ilr and clr scales) against ø is assumed to be explained by typical crystal size ranges for the relevant mineral phases. These scatter plots and the biplot suggest a splitting of the full grain size range into three groups: coarser than ø=4 (comparatively rich in SiO2, Na2O, K2O, Al2O3, and dominated by “felsic” minerals like quartz and feldspar), finer than ø=8 (comparatively rich in TiO2, MnO, MgO, Fe2O3, mostly related to “mafic” sheet silicates like biotite and chlorite), and intermediate grains sizes (4≤ø &8; comparatively rich in P2O5 and CaO, related to apatite, some feldspar).To further test the absence of chemical weathering, the observed compositions were regressed against three explanatory variables: a trend on grain size in ø scale, a step function for ø≥4, and another for ø≥8. The original hypothesis was that the trend could be identified with weathering effects, whereas each step function would highlight those minerals with biggest characteristic size at its lower end. Results suggest that this assumption is reasonable for the step function, but that besides weathering some other factors (different mechanical behavior of minerals) have also an important contribution to the trend.Key words: sediment, geochemistry, grain size, regression, step function

Relevância:

10.00% 10.00%

Publicador:

Resumo:

Obesity is associated with a low-grade chronic inflammation state. As a consequence, adipose tissue expresses pro-inflammatory cytokines that propagate inflammatory responses systemically elsewhere, promoting whole-body insulin resistance and consequential islet β-cell exhaustation. Thus, insulin resistance is considered the early stage of type 2 diabetes. However, there is evidence of obese individuals that never develop diabetes indicating that the mechanisms governing the association between the increase of inflammatory factors and type 2 diabetes are much more complex and deserve further investigation. We studied for the first time the differences in insulin signalling and inflammatory pathways in blood and visceral adipose tissue (VAT) of 20 lean healthy donors and 40 equal morbidly obese (MO) patients classified in high insulin resistance (high IR) degree and diabetes state. We studied the changes in proinflammatory markers and lipid content from serum; macrophage infiltration, mRNA expression of inflammatory cytokines and transcription factors, activation of kinases involved in inflammation and expression of insulin signalling molecules in VAT. VAT comparison of these experimental groups revealed that type 2 diabetic-MO subjects exhibit the same pro-inflammatory profile than the high IR-MO patients, characterized by elevated levels of IL-1β, IL-6, TNFα, JNK1/2, ERK1/2, STAT3 and NFκB. Our work rules out the assumption that the inflammation should be increased in obese people with type 2 diabetes compared to high IR obese. These findings indicate that some mechanisms, other than systemic and VAT inflammation must be involved in the development of type 2 diabetes in obesity.

Relevância:

10.00% 10.00%

Publicador:

Resumo:

This letter presents a comparison between threeFourier-based motion compensation (MoCo) algorithms forairborne synthetic aperture radar (SAR) systems. These algorithmscircumvent the limitations of conventional MoCo, namelythe assumption of a reference height and the beam-center approximation.All these approaches rely on the inherent time–frequencyrelation in SAR systems but exploit it differently, with the consequentdifferences in accuracy and computational burden. Aftera brief overview of the three approaches, the performance ofeach algorithm is analyzed with respect to azimuthal topographyaccommodation, angle accommodation, and maximum frequencyof track deviations with which the algorithm can cope. Also, ananalysis on the computational complexity is presented. Quantitativeresults are shown using real data acquired by the ExperimentalSAR system of the German Aerospace Center (DLR).

Relevância:

10.00% 10.00%

Publicador:

Resumo:

Equality with men in the world of paid work has been a major feminist objective. Given that work in the `public' sphere has historically been shaped on the assumption that the `worker' will be male, then national employment systems which facilitate masculine employment patterns (i.e. full-time work and unbroken employment careers) might be expected to be more likely to generate gender equality. This paper compares women's employment in France (where `masculine' careers for women are common) and Britain (where part-time work and broken employment careers are more likely) at the macro, meso (occupational), and micro (individual) levels. The two occupations studied are finance and pharmacy. The evidence presented suggests that there are considerable similarities between women in the two countries at the occupational and individual level, despite national variations. In the light of this evidence, structural and individual explanations of women's employment behaviour are examined, and the continuing significance of structural constraint on the patterning of gender relations is emphasised.

Relevância:

10.00% 10.00%

Publicador:

Resumo:

Non-structural protein 2 (NS2) plays an important role in hepatitis C virus (HCV) assembly, but neither the exact contribution of this protein to the assembly process nor its complete structure are known. In this study we used a combination of genetic, biochemical and structural methods to decipher the role of NS2 in infectious virus particle formation. A large panel of NS2 mutations targeting the N-terminal membrane binding region was generated. They were selected based on a membrane topology model that we established by determining the NMR structures of N-terminal NS2 transmembrane segments. Mutants affected in virion assembly, but not RNA replication, were selected for pseudoreversion in cell culture. Rescue mutations restoring virus assembly to various degrees emerged in E2, p7, NS3 and NS2 itself arguing for an interaction between these proteins. To confirm this assumption we developed a fully functional JFH1 genome expressing an N-terminally tagged NS2 demonstrating efficient pull-down of NS2 with p7, E2 and NS3 and, to a lower extent, NS5A. Several of the mutations blocking virus assembly disrupted some of these interactions that were restored to various degrees by those pseudoreversions that also restored assembly. Immunofluorescence analyses revealed a time-dependent NS2 colocalization with E2 at sites close to lipid droplets (LDs) together with NS3 and NS5A. Importantly, NS2 of a mutant defective in assembly abrogates NS2 colocalization around LDs with E2 and NS3, which is restored by a pseudoreversion in p7, whereas NS5A is recruited to LDs in an NS2-independent manner. In conclusion, our results suggest that NS2 orchestrates HCV particle formation by participation in multiple protein-protein interactions required for their recruitment to assembly sites in close proximity of LDs.

Relevância:

10.00% 10.00%

Publicador:

Resumo:

La perception de la productivité SUMMARY The main objective of this thesis is the perception of the productivity in the luxury hospitality industry. Despite a lot of efforts which were already made in the field of the production of goods, this concept (productivity) still remains to be defined in the services sector, more still, in that of the luxury hospitality industry. Since the object of this study is the perception of productivity, we decided to analyze the elements considered to be relevant by the top management in this field. Then, it seemed important to evaluate these same elements for the categories of middle-management and by the in-line employees. As perception is not static, it is dependent in an indirect way on its improvement and however also with the means of improvement. The assumption of our work evokes the possible relationship between productivity and its perception (P), (Q) quality and profitability (R). On this basis we built the P-Q-R model: R=F(P,Q) Finally, our research on this model enabled us to establish a mathematical relation between the three predetermined elements: fR=fP+fQ+c That means that the function efficiency of a process of services -(fR) is the sum of its quality function (intrinsic and extrinsic)-(fP) and of its productivity function - fQ (and the constant of regression "c"). To increase the profitability of the most significant manner, it is necessary to increase at the same time the productivity and quality. On the other hand, according to this formula but also according to the perception of the managers, with a constant profitability, either the productivity decreases in favor of the increase in quality, or the reverse. If the dimensions of the model influence positively or negatively the production process of services, then those wí11 influence in same manner our model (P, Q, R). We advance a point of view saying that profitability depends on the labor productivity which follows same dynamics than the perception of the productivity. The identification of the labor productivity as an essential element of successful management of the hotel is fundamental. The question which always remains in suspense is however the relevance of the concept "labor productivity" for the luxury hospitality industry. It was not proven an obvious correlation between this notion and the one of profitability. We still remain at the stage of perception. It results that one interesting way of future research will be the study of this correlation. As in any kind of luxury industry, the real added value does not consist in the volume produced or in the speed with which the product/service is carried out but in the creativity involved in their results. Let us note that the field of luxury is extremely related to the emotions and to the experience provided to the customers. La perception de la productivité... RÉSUME L'objectif principal de cette thèse est la perception de la productivité dans l'hôtellerie de luxe. Malgré tous les efforts qui ont déjà été faits dans le domaine de la production de biens, ce concept (productivité) reste encore à définir dans le secteur des services, plus encore, dans celui de l'hôtellerie de luxe. Étant donné que l'objet de l'étude est la perception de la productivité, nous avons décidé d'analyser les éléments jugés pertinents par les cadres dirigeants dans ce domaine. Puis, il nous a semblé important d'évaluer ces mêmes éléments pour les catégories de cadres moyens et par les employés in-line. Comme la perception n'est pas statique, elle est liée d'une manière indirecte à son amélioration et cependant également aux moyens d'amélioration. L'hypothèse de notre travail évoque la possible relation entre la productivité et sa perception (P), la qualité (Q) et la rentabilité (R). Sur cette base nous avons construit le modèle P-Q-R de départ R=f(P,Q) Finalement, notre recherche sur ce modèle nous a permis d'établir une relation mathématique entre les trois construits prédéterminés: fR=fP+fQ+c Cela signifie que la fonction rentabilité d'un processus de services -(fR) est la somme de sa fonction qualité (intrinsèque et extrinsèque)-fP et de sa fonction productivité -fQ (plus la constante de régression « c ») Pour augmenter la rentabilité de la manière la plus significative, il faut augmenter en même temps la productivité et la qualité. En revanche, selon cette formule mais selon aussi la perception des managers, à une rentabilité constante, soit la productivité diminue en faveur de l'augmentation de la qualité, soit l'inverse. Si les dimensions du modèle influencent positivement ou négativement le processus de production de services, alors celles-ci vont influencer de la même manière les construits de notre modèle (P, Q, R). Nous avançons un point de vue disant que la rentabilité dépend de la productivité du travail qui suit la même dynamique que la perception de la productivité. L'identification de la productivité du travail comme élément essentiel de gestion réussie de l'hôtel s'avère fondamentale. La question qui reste toujours en suspens est pourtant la pertinence de la notion «productivité du travail » pour l'industrie hôtelière de luxe. Il n'a pas été prouvé une corrélation évidente entre cette notion et celle de la profitabilité. Nous restons donc ici encore au stade de perception. Il en résulte que l'une des voies les plus intéressantes de recherche future sera l'étude de cette corrélation. Comme dans toute industrie de luxe, la vraie valeur ajoutée ne consiste pas toujours dans le volume produit, ni dans la vitesse avec laquelle le produit/service est réalisé, mais parfois dans la créativité emmagasinée dans ces résultats. Notons que le domaine de luxe est extrêmement lié aux émotions et à l'expérience fournie aux clients.

Relevância:

10.00% 10.00%

Publicador:

Resumo:

We study the zero set of random analytic functions generated by a sum of the cardinal sine functions which form an orthogonal basis for the Paley-Wiener space. As a model case, we consider real-valued Gaussian coefficients. It is shown that the asymptotic probability that there is no zero in a bounded interval decays exponentially as a function of the length.