794 resultados para Non Parametric Methodology
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This paper demonstrates a connection between data envelopment analysis (DEA) and a non-interactive elicitation method to estimate the weights of objectives for decision-makers in a multiple attribute approach. This connection gives rise to a modified DEA model that allows us to estimate not only efficiency measures but also preference weights by radially projecting each unit onto a linear combination of the elements of the payoff matrix (which is obtained by standard multicriteria methods). For users of multiple attribute decision analysis the basic contribution of this paper is a new interpretation in terms of efficiency of the non-interactive methodology employed to estimate weights in a multicriteria approach. We also propose a modified procedure to calculate an efficient payoff matrix and a procedure to estimate weights through a radial projection rather than a distance minimization. For DEA users, we provide a modified DEA procedure to calculate preference weights and efficiency measures that does not depend on any observations in the dataset. This methodology has been applied to an agricultural case study in Spain.
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The cultivated strawberry (Fragaria x ananassa) is the berry fruit most consumed worldwide and is well-known for its delicate flavour and nutritional properties. However, fruit quality attributes have been lost or reduced after years of traditional breeding focusing mainly on agronomical traits. To face the obstacles encountered in the improvement of cultivated crops, new technological tools, such as genomics and high throughput metabolomics, are becoming essential for the identification of genetic factors responsible of organoleptic and nutritive traits. Integration of “omics” data will allow a better understanding of the molecular and genetic mechanisms underlying the accumulation of metabolites involved in the flavour and nutritional value of the fruit. To identify genetic components affecting/controlling? fruit metabolic composition, here we present a quantitative trait loci (QTL) analysis using a 95 F1 segregating population derived from genotypes ‘1392’, selected for its superior flavour, and ‘232’ selected based in high yield (Zorrilla-Fontanesi et al., 2011; Zorrilla-Fontanesi et al., 2012). Metabolite profiling was performed on red stage strawberry fruits using gas chromatography hyphenated to time-of-flight mass spectrometry, which is a rapid and highly sensitive approach, allowing a good coverage of the central pathways of primary metabolism. Around 50 primary metabolites, including sugars, sugars derivatives, amino and organic acids, were detected and quantified after analysis in each individual of the population. QTL mapping was performed on the ‘232’ x ‘1392’ population separately over two successive years, based on the integrated linkage map (Sánchez-Sevilla et al., 2015). First, significant associations between metabolite content and molecular markers were identified by the non-parametric test of Kruskal-Wallis. Then, interval mapping (IM), as well as the multiple QTL method (MQM) allowed the identification of QTLs in octoploid strawberry. A permutation test established LOD thresholds for each metabolite and year. A total of 132 QTLs were detected in all the linkage groups over the two years for 42 metabolites out of 50. Among them, 4 (9.8%) QTLs for sugars, 9 (25%) for acids and 7 (12.7%) for amino acids were stable and detected in the two successive years. We are now studying the QTLs regions in order to find candidate genes to explain differences in metabolite content in the different individuals of the population, and we expect to identify associations between genes and metabolites which will help us to understand their role in quality traits of strawberry fruit.
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Dissertação (mestrado)—Universidade de Brasília, Instituto de Ciências Exatas, Departamento de Ciência da Computação, 2015.
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Background Some studies have reported a ceiling effect in EQ-5D-3L, especially in healthy and/or young individuals. Recently, two further levels have been included in its measurement model (EQ-5D-5L). The purposes of this study were (1) to assess the properties of the EQ-5D-5L in comparison with the standard EQ-5D-3L in a sample of young adults, (2) to foreground the importance of collecting qualitative data to confirm, validate or refine the EQ-5D questionnaire items and (3) to raise questions pertaining to the wording in these questionnaire items. Methods The data used came from a sample of respondents aged 30 or under (n = 624). They completed both versions of the EQ-5D, which were compared in terms of feasibility, level of inconsistency and ceiling effect. Agreement between the instruments was assessed using correlation coefficients and Bland-Altman plots. Known-groups validity of the EQ-5D-5L was also assessed using non-parametric tests. The discriminative properties were compared using receiver operating characteristic curves. Finally, four interviews were conducted for retrospective reports to elicit respondents’ understanding and perceptions of the format, instructions, items, and responses. Results Quantitative results show a ceiling effect reduction of 25.3 % and a high level agreement between both indices. Known-groups validity was confirmed for the EQ-5D-5L. Explorative interviews indicated ambiguity and low degree of certainty in regards to conceptualizing differences between levels moderate-slight across three dimensions. Conclusions The EQ-5D-5L performed better than the EQ-5D-3L. However, the explorative interviews demonstrated several limitations in the EQ-5D questionnaire wording and high context-dependent answers point to lack of illnesses’ experience amongst young adults.
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Article published under a “Creative Commons Attribution Noncommercial License”, enabling the unrestricted non-commercial use, distribution, and reproduction of the published article in any medium, provided that the original work is properly cited.
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Dissertação de Mestrado, Gestão Empresarial, Faculdade de Economia, Universidade do Algarve, 2016
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Este estudo procura compreender a importância atribuída aos critérios utilizados pelas SCR portuguesas, na seleção e avaliação de projetos do tipo early-stage. Os dados utilizados foram recolhidos com recurso a questionário aplicado a 22 SCR portuguesas. Foram utilizadas técnicas de estatística descritiva, testes não paramétricos e análise de clusters. Concluiu-se que a personalidade e experiência do empreendedor e equipa de gestão são os critérios mais valorizados. As SCR com capital maioritariamente privado consideram mais importante o grupo de critérios relativo à personalidade do empreendedor e equipa de gestão do que as de capital maioritariamente público; e, as SCR que ainda não se internacionalizaram, consideram mais importantes o grupo de critérios relativos à personalidade do empreendedor e equipa de gestão e o grupo de critérios relativo aos aspetos financeiros, do que as SCR que se internacionalizaram. Na análise de clusters identificaram-se três grupos de SCR: Criadores de riqueza de forma sustentada; Monopolistas Impacientes; e, Ciumento. ABSTRACT: This study seeks to understand the relevance of the criteria used by the Portuguese VCs to select and assess early stage type projects. The data used for the study was collected through a questionnaire answered by 22 Portuguese VCs. We employed descriptive statistic techniques, non-parametric tests and cluster analysis. The conclusion of the study was that the personality and experience of an entrepreneur and of the management team are the most valued criteria. VCs with a majority of private share capital found the group of criteria related to the personality of the entrepreneur and of the management team to be more important than the companies with a majority of public share capital; additionally, the VCs that have not yet expanded internationally, consider the personality of the entrepreneur and management team and the group of criteria associated to financial aspects, to be more important than the VCs that have already expanded abroad. Throughout the study of the clusters we were able to identify three VCs groups: Creators of sustained wealth; Impatient Monopolists and Jealous.
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Background: D-Lactate is normally present in the blood of humans at nanomolar concentrations due to methylglyoxal metabolism; millimolar D-lactate concentrations can arise due to excess gastrointestinal microbial production. Objectives: To examine the levels of plasma D-lactate in the necrotizing enterocolitis in premature infants. Patients and Methods: 128 premature infants were divided into control (group I, n = 69), feeding intolerance (group II, n = 42) and NEC (group III, n = 27) groups. Plasma D-lactate levels were measured at the onset of feeding intolerance or NEC and at weeks 2-3 in control infants (group I) by ELISA. Data were analyzed using descriptive statistics, non-parametric tests and Student’s t-test. Results: In groups I, II, III, median birth weights were 1845.7 ± 267.5 g, 1913.1 ± 306.5 g, and 1898.4 ± 285.3 g, median gestational ages were 34.3 ± 1.7 weeks, 33.9 ± 2.2 weeks and 35.1 ± 2.6 weeks, ages of sampling were 12.3 ± 2.9 days, 14.6 ± 3.7 days and 15.1 ± 1.8 days, respectively. The differences of median birth weights, median gestational ages and ages of sampling were not statistically significant (P > 0.05). The plasma D-lactate levels in groups I, II, III were 3.6 ± 1.9 μg/mL, 12.7 ± 8.3 μg/mL, and 35.4 ± 29.1 μg/mL, respectively, group III had higher plasma D-lactate level than groups I, II, and the difference among these groups was significant (x2 = 21.6, P < 0.01). Conclusions: Plasma D-lactate significantly increased early in NEC. Plasma D-lactate levels were associated with extensive disease in NEC infants. Therefore, it could be used as a diagnosis indicator in the early stage of NEC.
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The financial and economic crisis which originated in 2008 has had a severe impact on the population of the Southern European countries. The economic policies of austerity and public deficit control, as well as the neo-liberal and conservative social policies are redefining the public social protection systems, in particular the Social Services. In order to get to understand the current situation, we shall explain how the Social Services were developed in Spain and analyse the causes and consequences of the economic crisis. The working hypothesis is that the greater the increase on the population’s needs, the more developed the Social Services should be. We carried out a descriptive analysis of the situation as far as the social impacts of the crisis per region are concerned. We tested the hypothesis through a parametric model of analysis of variance (one-way ANOVA) triangulating with the non-parametric Kruscal-Wallis test. The working hypothesis failed. The regions with better developed Social Services show a lower level of poverty and social exclusion. The challenges that the public Social Services system faces in times of crisis is three-fold: 1) re-modelling of local administration and transferring of the municipal Social Services responsibilities to the regional administration; 2) an increase of the population at risk of poverty and social exclusion 3) impact on social policies.
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Introduction: Enteral nutrition is an important therapy for severely critically ill patients. The timing and amount of energy have been highly debated. Objective: The aim of the present study was to directly compare the timing and the caloric targets in critically ill patients. Methods: Retrospective cohort study conducted at a single center, comparing timing and caloric goal for critically ill patients. Patients were stratified according to the start of nutritional therapy (24, 48, or more than 48 h) and the amount of energy delivered (target adequacy of previously calculated percentage in the first week). Statistical analysis was performed using parametric and non-parametric tests for independent samples and logistic regression. The results were expressed as mean ± standard deviation or incidence and percentage. Results and discussion: There were no differences in major clinical outcomes in relation to the achievement of percentage of caloric goal at the end of the first week of the study. The beginning of caloric intake on the first day of hospitalization was associated with reduced mortality in the intensive care unit, but not with hospital mortality. The strategy of an early and limited amount of calories seems to be associated with a better outcome. Prospective studies evaluating and comparing these strategies are recommended.
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The purpose of this study was to analyze and compare the technical performance profile of the four-time Costa Rican Senior Basketball League championship team. A total of 142 games was recorded throughout the 2007, 2008 and 2009 seasons. Performance indicators selected were: two and three-point shots (converted, missed, effectiveness rates), free throws (converted, missed, effectiveness rates), points, offensive and defensive rebounds, fouls, turnovers, assists and ball steals. The information was described based on absolute and relative frequency values. Data was compared by season and by playing period based on the following non-parametric techniques: U-test, Friedman test and Chi-square. In all cases, SPSS version 15.0 was used with a significance level of p ≤ 0.05. Results showed a better profile of technical performance in the 2008 season, characterized by better percentages of two-point shots, free throws, fewer turnovers and more ball steals and assists. In relation to the playing period, the team showed a better technical performance profile during the second half of the matches. In general, the effectiveness rate of two-point shots and free throws was above 60% in both playing periods, while the three-point shot percentage ranged between 26.4% and 29.2%. In conclusion, the team showed a similar technical performance profile to that reported in the literature, as well as a clear evidence of the importance of recording and following up on technical performance indicators in basketball.
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L’accessibilité à des soins de santé pour une population habitant une région éloignée au Québec représente un défi de taille pour le Ministère de la santé et des services sociaux. Des solutions, telles que la télésanté, ont été présentées afin de pallier ce problème. Le RUIS McGill a ainsi développé un programme de téléobstétrique afin de desservir une population de femmes inuites à grossesse à risque élevé (GARE) habitant le Nunavik. L’objectif de ce mémoire fut de comprendre l’impact du service de téléobstétrique du RUIS McGill sur la santé des femmes et de leur nouveau-né ainsi que sur les coûts de santé et l’utilisation des services suite à son implantation au Centre de santé et de services sociaux Inuulitsivik sur la côte de la baie d’Hudson. Les femmes inuites à grossesse à risque élevé et leurs enfants de la région de la baie d’Hudson du Nunavik, éloignés des services obstétriques spécialisés, sont visés. Le service de téléobstétrique permet un accès aux obstétriciens du RUIS McGill localisés à Montréal. Un devis quasi-expérimental est utilisé pour examiner trois hypothèses portant sur l’état de santé des mères et des enfants, sur l’utilisation des services de santé et sur leurs coûts. Le service de téléobstétrique est devenu fonctionnel en 2006, offrant la possibilité de constituer une étude avant-après à deux groupes de femmes, soit celles ayant accouché avant 2006 (prétest) et celle ayant accouché après 2012 (post-test). La collecte de donnée se fit, dans son intégralité, par l’entremise des dossiers médicaux papier des participantes permettant l’analyse de 47 dossiers pour le prétest et de 81 dossiers pour le post-test. L’exécution d’analyse de covariance, de régression logistique et du test non paramétrique de Mann-Witney permit de conclure que le prétest et le post-test ne différent que sur deux variables, soient le poids à la naissance, plus faible dans le post-test et la pression artérielle de la mère à la naissance, plus élevée dans le post-test. Pour l’ensemble des autres variables portant sur les trois hypothèses à l’étude, les résultats de ce mémoire ne démontrent aucune différence significative entre les deux groupes démontrant ainsi qu’une même qualité de soins a été conservée suite à l’implantation du programme de téléobstétrique. Sur la base des résultats, ce mémoire recommande de revoir et modifier les objectifs du programme; de partager les bornes de communication de télésanté avec d’autres spécialités; d’entreprendre une évaluation du programme axée sur les coûts; de suivre rigoureusement l’utilisation du programme pour en maximiser l’efficacité et le potentiel; d’établir un tableau de bord; et d’entreprendre une étude évaluative comparative dans un service de téléobstétrique comparable.
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This study computed trends in extreme precipitation events of Florida for 1950-2010. Hourly aggregated rainfall data from 24 stations of the National Climatic Data Centre were analyzed to derive time-series of extreme rainfalls for 12 durations, ranging from 1 hour to 7 day. Non-parametric Mann-Kendall test and Theil-Sen Approach were applied to detect the significance of trends in annual maximum rainfalls, number of above threshold events and average magnitude of above threshold events for four common analysis periods. Trend Free Pre-Whitening (TFPW) approach was applied to remove the serial correlations and bootstrap resampling approach was used to detect the field significance of trends. The results for annual maximum rainfall revealed dominant increasing trends at the statistical significance level of 0.10, especially for hourly events in longer period and daily events in recent period. The number of above threshold events exhibited strong decreasing trends for hourly durations in all time periods.
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L’accessibilité à des soins de santé pour une population habitant une région éloignée au Québec représente un défi de taille pour le Ministère de la santé et des services sociaux. Des solutions, telles que la télésanté, ont été présentées afin de pallier ce problème. Le RUIS McGill a ainsi développé un programme de téléobstétrique afin de desservir une population de femmes inuites à grossesse à risque élevé (GARE) habitant le Nunavik. L’objectif de ce mémoire fut de comprendre l’impact du service de téléobstétrique du RUIS McGill sur la santé des femmes et de leur nouveau-né ainsi que sur les coûts de santé et l’utilisation des services suite à son implantation au Centre de santé et de services sociaux Inuulitsivik sur la côte de la baie d’Hudson. Les femmes inuites à grossesse à risque élevé et leurs enfants de la région de la baie d’Hudson du Nunavik, éloignés des services obstétriques spécialisés, sont visés. Le service de téléobstétrique permet un accès aux obstétriciens du RUIS McGill localisés à Montréal. Un devis quasi-expérimental est utilisé pour examiner trois hypothèses portant sur l’état de santé des mères et des enfants, sur l’utilisation des services de santé et sur leurs coûts. Le service de téléobstétrique est devenu fonctionnel en 2006, offrant la possibilité de constituer une étude avant-après à deux groupes de femmes, soit celles ayant accouché avant 2006 (prétest) et celle ayant accouché après 2012 (post-test). La collecte de donnée se fit, dans son intégralité, par l’entremise des dossiers médicaux papier des participantes permettant l’analyse de 47 dossiers pour le prétest et de 81 dossiers pour le post-test. L’exécution d’analyse de covariance, de régression logistique et du test non paramétrique de Mann-Witney permit de conclure que le prétest et le post-test ne différent que sur deux variables, soient le poids à la naissance, plus faible dans le post-test et la pression artérielle de la mère à la naissance, plus élevée dans le post-test. Pour l’ensemble des autres variables portant sur les trois hypothèses à l’étude, les résultats de ce mémoire ne démontrent aucune différence significative entre les deux groupes démontrant ainsi qu’une même qualité de soins a été conservée suite à l’implantation du programme de téléobstétrique. Sur la base des résultats, ce mémoire recommande de revoir et modifier les objectifs du programme; de partager les bornes de communication de télésanté avec d’autres spécialités; d’entreprendre une évaluation du programme axée sur les coûts; de suivre rigoureusement l’utilisation du programme pour en maximiser l’efficacité et le potentiel; d’établir un tableau de bord; et d’entreprendre une étude évaluative comparative dans un service de téléobstétrique comparable.
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Introduction: Nurses accompany patients throughout their health care to prevent and treat disease, so their knowledge about diet and dietary fibre is key to successful diet therapy, which is an essential part of a patient's non-pharmacological treatment. It is known from the literature that a high proportion of nurses have limited knowledge about diet therapy and about sources of soluble fibre and other foods that can prevent or treat certain diseases. Given the position of nurses as key providers of dietary guidance, and given the health benefits of dietary fibre, we wanted to assess the level of fibre-related knowledge among nurses in Croatia. Material and Methods: Cross-sectional study based on data collected between October 2014 and March 2015 using a survey developed by the CI&DETS Polytechnic Institute in Viseu, Portugal. The survey contains questions about demographic characteristics as well as about knowledge of sources of dietary fibre, recommended daily intake and effects of fibre intake on particular diseases. The study included a total of 369 nurses from two health institutions and one nursing school from Croatia older than 18 years. Differences in knowledge were assessed for significance using the non-parametric Mann-Whitney U test. Possible associations among variables were explored using Spearman's rank correlation. For all statistical analyses, the threshold of significance was defined as P<0.05. Results: The level of knowledge among nurses in Croatia about dietary fibre varied from «undecided» to «partial knowledge». The median for level of knowledge ranged from 3 to 4 with low variability ranging from 0.11 to 0.33. Average levels of knowledge in percentages varied from 57.6% to 82.1%. Nurses with higher education levels showed significantly higher knowledge levels about the influence of dietary fiber intake on the risk of certain diseases (p = 0.007), constipation (p = 0.016), bowel cancer (p = 0.005) and breast cancer (p = 0.039). Conclusion: The level of nurses’ knowledge about dietary fiber is suboptimal. This indicates the need to strengthen nurse education in the areas of diet and diet therapy. Increase the level of knowledge of nurses about nutrition can positively influence the quality of care.