1000 resultados para apprentissage multi-tâche


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Standard methods for the analysis of linear latent variable models oftenrely on the assumption that the vector of observed variables is normallydistributed. This normality assumption (NA) plays a crucial role inassessingoptimality of estimates, in computing standard errors, and in designinganasymptotic chi-square goodness-of-fit test. The asymptotic validity of NAinferences when the data deviates from normality has been calledasymptoticrobustness. In the present paper we extend previous work on asymptoticrobustnessto a general context of multi-sample analysis of linear latent variablemodels,with a latent component of the model allowed to be fixed across(hypothetical)sample replications, and with the asymptotic covariance matrix of thesamplemoments not necessarily finite. We will show that, under certainconditions,the matrix $\Gamma$ of asymptotic variances of the analyzed samplemomentscan be substituted by a matrix $\Omega$ that is a function only of thecross-product moments of the observed variables. The main advantage of thisis thatinferences based on $\Omega$ are readily available in standard softwareforcovariance structure analysis, and do not require to compute samplefourth-order moments. An illustration with simulated data in the context ofregressionwith errors in variables will be presented.

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In moment structure analysis with nonnormal data, asymptotic valid inferences require the computation of a consistent (under general distributional assumptions) estimate of the matrix $\Gamma$ of asymptotic variances of sample second--order moments. Such a consistent estimate involves the fourth--order sample moments of the data. In practice, the use of fourth--order moments leads to computational burden and lack of robustness against small samples. In this paper we show that, under certain assumptions, correct asymptotic inferences can be attained when $\Gamma$ is replaced by a matrix $\Omega$ that involves only the second--order moments of the data. The present paper extends to the context of multi--sample analysis of second--order moment structures, results derived in the context of (simple--sample) covariance structure analysis (Satorra and Bentler, 1990). The results apply to a variety of estimation methods and general type of statistics. An example involving a test of equality of means under covariance restrictions illustrates theoretical aspects of the paper.

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Working Paper no longer available. Please contact the author.

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We extend to score, Wald and difference test statistics the scaled and adjusted corrections to goodness-of-fit test statistics developed in Satorra and Bentler (1988a,b). The theory is framed in the general context of multisample analysis of moment structures, under general conditions on the distribution of observable variables. Computational issues, as well as the relation of the scaled and corrected statistics to the asymptotic robust ones, is discussed. A Monte Carlo study illustrates thecomparative performance in finite samples of corrected score test statistics.

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Contexte : Les étudiants de 4° année des études de médecine à la faculté de biologie et de médecine de Lausanne bénéficient d'un enseignement des habiletés à la communication médecin-malade, ayant recours à un patient simulé joué par un comédien. But : Évaluer la pertinence de cette méthode active dans l'optique de renforcer cet enseignement dans le curriculum. Méthodes : Un questionnaire demande aux étudiants d'apprécier leurs apprentissages, ainsi que le dispositif d'enseignement. Un autre questionnaire évalue les compétences de l'étudiant qui mène l'entretien par l'étudiant lui-même (étudiant actif), par les étudiants observateurs, par l'enseignant et par le patient simulé. Résultats : Ce dispositif d'enseignement est apprécié des étudiants et permet aux étudiants qui ont mené l'entretien et aux étudiants observateurs d'en tirer un bénéfice. Les étudiants actifs ont tendance à évaluer leurs compétences d'entretien plus négativement que ne le font l'enseignant, le comédien et les étudiants observateurs .Conclusion : Ce dispositif d'enseignement est perçu comme pertinent par l'ensemble des participants, mais devrait être renforcé pour donner à chaque étudiant l'occasion de participer activement à l'entrevue simulée. -- Context: 4th year medicine students at the Faculty of Biology and Medicine of Lausanne were taught to develop patient-doctor communication skills, using a simulated patient played by an actor. Objective: To assess the relevance of this active method in the perspective of reinforcing this teaching approach in the curriculum. Method: This new form of teaching was assessed by questionnaires filled by all participants, i.e. students involved in the communication (active student), students who were bystanders (observer students), the tutor, as well as the actor. Results: This teaching approach was appreciated from all students, active and observer, allowing them to gain benefit from the interview on communication skills acquirement. The active students assessed their communication skills more negatively than did the teacher, the actor and the observer students. Conclusion: This teaching method seems to be relevant for all participants and should be reinforced to give the opportunity for each student to participate as an active student.

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The HACEK organisms (Haemophilus species, Aggregatibacter species, Cardiobacterium hominis, Eikenella corrodens, and Kingella species) are rare causes of infective endocarditis (IE). The objective of this study is to describe the clinical characteristics and outcomes of patients with HACEK endocarditis (HE) in a large multi-national cohort. Patients hospitalized with definite or possible infective endocarditis by the International Collaboration on Endocarditis Prospective Cohort Study in 64 hospitals from 28 countries were included and characteristics of HE patients compared with IE due to other pathogens. Of 5591 patients enrolled, 77 (1.4%) had HE. HE was associated with a younger age (47 vs. 61 years; p<0.001), a higher prevalence of immunologic/vascular manifestations (32% vs. 20%; p<0.008) and stroke (25% vs. 17% p = 0.05) but a lower prevalence of congestive heart failure (15% vs. 30%; p = 0.004), death in-hospital (4% vs. 18%; p = 0.001) or after 1 year follow-up (6% vs. 20%; p = 0.01) than IE due to other pathogens (n = 5514). On multivariable analysis, stroke was associated with mitral valve vegetations (OR 3.60; CI 1.34-9.65; p<0.01) and younger age (OR 0.62; CI 0.49-0.90; p<0.01). The overall outcome of HE was excellent with the in-hospital mortality (4%) significantly better than for non-HE (18%; p<0.001). Prosthetic valve endocarditis was more common in HE (35%) than non-HE (24%). The outcome of prosthetic valve and native valve HE was excellent whether treated medically or with surgery. Current treatment is very successful for the management of both native valve prosthetic valve HE but further studies are needed to determine why HE has a predilection for younger people and to cause stroke. The small number of patients and observational design limit inferences on treatment strategies. Self selection of study sites limits epidemiological inferences.

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L’École Secondaire Armando Napoleão Fernandes est un établissement d’enseignement public situé à Achada Falcão, commune de Santa Catarina de Santiago. Avec trois ans d’existence, l’école a été inaugurée le 4 octobre 2008 où il n’y avait que trois niveaux scolaires : de la 4ème à la 2nde (au Cap Vert, l’enseignement primaire s’achève en 5ème, il n’y a pas de collège et l’enseignement secondaire commence à partir de la 4ème jusqu’au Baccalauréat) avec l’enseignement du français à tous les niveaux qui n’est fait qu’à partir du secondaire. Dans cette école, chaque année, on a rajouté un niveau. J’ai commencé à y enseigner le français lors de l’année scolaire 2009/2010, il y avait déjà quatre niveaux. Lors de l’année scolaire 2010/2011, une nouvelle direction a été mise en place et il faut noter qu’elle est constituée pour la plupart de femmes (quatre femmes et un homme) étant l’une d’entre elles la directrice. Désormais, les niveaux allaient de la 4ème à la Terminale avec 1432 élèves pris en charge par 62 professeurs et c’est pendant cette année scolaire que j’ai pris une des classes dont j’avais la charge pour effectuer mon stage d’intervention en FLE. Aujourd’hui, les niveaux vont jusqu’au Baccalauréat.(...)

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BACKGROUND AND PURPOSE: Multi-phase postmortem CT angiography (MPMCTA) is increasingly being recognized as a valuable adjunct medicolegal tool to explore the vascular system. Adequate interpretation, however, requires knowledge about the most common technique-related artefacts. The purpose of this study was to identify and index the possible artefacts related to MPMCTA. MATERIAL AND METHODS: An experienced radiologist blinded to all clinical and forensic data retrospectively reviewed 49 MPMCTAs. Each angiographic phase, i.e. arterial, venous and dynamic, was analysed separately to identify phase-specific artefacts based on location and aspect. RESULTS: Incomplete contrast filling of the cerebral venous system was the most commonly encountered artefact, followed by contrast agent layering in the lumen of the thoracic aorta. Enhancement or so-called oedematization of the digestive system mucosa was also frequently observed. CONCLUSION: All MPMCTA artefacts observed and described here are reproducible and easily identifiable. Knowledge about these artefacts is important to avoid misinterpreting them as pathological findings.