Search results for "IS Method"

showing 10 items of 730 documents

Testing for goodness rather than lack of fit of continuous probability distributions.

2021

The vast majority of testing procedures presented in the literature as goodness-of-fit tests fail to accomplish what the term is promising. Actually, a significant result of such a test indicates that the true distribution underlying the data differs substantially from the assumed model, whereas the true objective is usually to establish that the model fits the data sufficiently well. Meeting that objective requires to carry out a testing procedure for a problem in which the statement that the deviations between model and true distribution are small, plays the role of the alternative hypothesis. Testing procedures of this kind, for which the term tests for equivalence has been coined in sta…

Computer scienceStatement (logic)Alternative hypothesisScienceTest StatisticsResearch and Analysis MethodsStatistical InferenceMathematical and Statistical TechniquesStatistical inferenceEconometricsHumansLack-of-fit sum of squaresStatistical MethodsEquivalence (measure theory)Statistical hypothesis testingStatistical DataProbabilityMultidisciplinaryModels StatisticalApplied MathematicsSimulation and ModelingStatisticsQRProbability TheoryProbability DistributionTerm (time)Monte Carlo methodStatistical TheoriesPhysical SciencesProbability distributionMedicineMathematicsAlgorithmsResearch ArticleStatistical DistributionsPLoS ONE
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Predicting perceived visual complexity of abstract patterns using computational measures: The influence of mirror symmetry on complexity perception

2017

Visual complexity is relevant for many areas ranging from improving usability of technical displays or websites up to understanding aesthetic experiences. Therefore, many attempts have been made to relate objective properties of images to perceived complexity in artworks and other images. It has been argued that visual complexity is a multidimensional construct mainly consisting of two dimensions: A quantitative dimension that increases complexity through number of elements, and a structural dimension representing order negatively related to complexity. The objective of this work is to study human perception of visual complexity utilizing two large independent sets of abstract patterns. A w…

Computer scienceVisionSocial Scienceslcsh:MedicineSensory perceptioncomputer.software_genreSymmetry0302 clinical medicineMathematical and Statistical TechniquesAttitudes (psychology)Psychologylcsh:Sciencemedia_commonMultidisciplinaryApplied MathematicsSimulation and Modeling05 social sciencesPattern Recognition VisualEllipsesPhysical SciencesVisual PerceptionMirror symmetryStatistics (Mathematics)AlgorithmsResearch ArticleComputer and Information Sciencesmedia_common.quotation_subjectGeometryMachine learning algorithmsMachine learningEllipseResearch and Analysis Methods050105 experimental psychologyVisual complexity03 medical and health sciencesArtificial IntelligencePerceptionMachine learningHumans0501 psychology and cognitive sciencesStatistical Methodsbusiness.industrylcsh:RBiology and Life SciencesComputational BiologyUsabilitylcsh:QArtificial intelligencebusinesscomputer030217 neurology & neurosurgeryMathematicsNeuroscienceForecasting
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Metrics in method engineering

1995

So many software development methods have been introduced in the last decade, that one can talk about a “methodology jungle”. To aid the method developers and evaluators in fighting their way through this jungle we propose a systematic approach for measuring properties of methods. We describe two sets of metrics, which measure the complexity of diagrammatic specification techniques on the one hand, and of complete systems development methods on the other hand. Proposed metrics provide a relatively fast and simple way to analyse the technique (or method) properties, and when accompanied with other selection criteria, can be used for estimating the cost of learning the technique and the relat…

Computer sciencebusiness.industryMethod engineeringSearch-based software engineeringSoftware developmentMachine learningcomputer.software_genreInformation engineeringArchitecture tradeoff analysis methodComputer engineeringSoftware constructionSoftware systemArtificial intelligencebusinessComputer-aided software engineeringcomputer
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An Online Observer for Minimization of Pulsating Torque in SMPM Motors.

2015

A persistent problem of surface mounted permanent magnet (SMPM) motors is the non-uniformity of the developed torque. Either the motor design or the motor control needs to be improved in order to minimize the periodic disturbances. This paper proposes a new control technique for reducing periodic disturbances in permanent magnet (PM) electro-mechanical actuators, by advancing a new observer/estimator paradigm. A recursive estimation algorithm is implemented for online control. The compensating signal is identified and added as feedback to the control signal of the servo motor. Compensation is evaluated for different values of the input signal, to show robustness of the proposed method.

Computer sciencelcsh:Medicine02 engineering and technologyBioinformaticsInfographics01 natural sciences0202 electrical engineering electronic engineering information engineeringlcsh:Science010302 applied physicsMultidisciplinaryFourier AnalysisPhysicsApplied MathematicsSimulation and ModelingClassical MechanicsSignal Processing Computer-AssistedEquipment DesignSignal FilteringRotorsPhysical SciencesMagnetsEngineering and TechnologyGraphsAlgorithmsResearch ArticleComputer and Information SciencesObserver (quantum physics)Materials ScienceServomotorResearch and Analysis MethodsOnline SystemsFeedbackMagneticsMotionRobustness (computer science)Control theory0103 physical sciencesTorqueEnginesMaterials by AttributeMechanical EngineeringData Visualization020208 electrical & electronic engineeringlcsh:RMotor controlModels TheoreticalBandpass FiltersVibrationTorqueDirect torque controlMagnetSignal Processinglcsh:QActuatorMathematicsPLoS ONE
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Entropy-Based Detection of Complexity and Nonlinearity in Short-Term Heart Period Variability under different Physiopathological States

2020

We compare different estimators of a popular en-tropy-based nonlinear dynamic measure, i.e. the conditional entropy (CE), as regards their ability to assess the complexity and nonlinearity of short-term heart rate variability (HRV). The CE is computed using binning, kernel and nearest neighbor entropy estimators in HRV time series measured from young, old and post-myocardial infarction patients studied at rest and during orthostatic stress. We find that the three estimators yield similar patterns of CE, but different patterns of nonlinear dynamics, across groups and conditions. These results suggest that the strategy for CE estimation is not crucial for the quantification of complexity, but…

Conditional entropynearest neighborHeart period variabilityEstimatork-nearest neighbors algorithmConditional entropy (CE)Nonlinear systemStatisticsSettore ING-INF/06 - Bioingegneria Elettronica E InformaticaEntropy (information theory)Heart rate variabilitynonlinear analysis methodTime seriescomplexityheart rate variability (HRV)Mathematics
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Electricity Consumption Analysis of Tertiary Buildings: An Empirical Approach for Two University Campuses

2020

An empirical approach for the analysis of energy consumption of existing buildings of the tertiary sector is presented in this study. It allowed the organization and management of large amounts of data according to different timeframes and helped to focus on leading issues about energy uses, and dealt with compatibility with tariff structure. The analysis method, which implied a powerful graphical representation of the results, allowed us to detect critical issues in electricity energy management for public buildings and improve their energy performance. Furthermore, the authors proposed a set of electricity consumption indexes (ECIs) that gave useful insight into the main hotspots. The bas…

Consumption (economics)Visual Arts and Performing Artsbusiness.industrySmart metersElectricity consumption indexes Empirical analysis method Smart meters Tertiary buildingsBuilding and ConstructionEnergy consumptionEnvironmental economicsArchitectureElectricity consumption indexes; Empirical analysis method; Smart meters; Tertiary buildingsElectricitybusinessEmpirical analysis methodTertiary buildingsTertiary sector of the economyElectricity consumption indexesCivil and Structural Engineering
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Non-circular rotating beams and CMB experiments

2002

This paper is concerned with small angular scale experiments for the observation of cosmic microwave background anisotropies. In the absence of beam, the effects of partial coverage and pixelisation are disentangled and analyzed (using simulations). Then, appropriate maps involving the CMB signal plus the synchrotron and dust emissions from the Milky Way are simulated, and an asymmetric beam --which turns following different strategies-- is used to smooth the simulated maps. An associated circular beam is defined to estimate the deviations in the angular power spectrum produced by beam asymmetry without rotation and, afterwards, the deviations due to beam rotation are calculated. For a cert…

Cosmic microwave background ; Cosmology theory ; Large-scale structure of the universe ; Numerical method ; Data analysis methodmedia_common.quotation_subjectCosmic microwave backgroundFOS: Physical sciencesAstrophysicsNumerical methodUNESCO::ASTRONOMÍA Y ASTROFÍSICAAstrophysicsRotationAsymmetryCosmic microwave backgroundlaw.inventionsymbols.namesakelawCosmology theoryLarge-scale structure of the universePlanckAnisotropymedia_commonPhysicsData analysis methodAstrophysics (astro-ph)Spectral densityAstronomy and Astrophysics:ASTRONOMÍA Y ASTROFÍSICA::Cosmología y cosmogonia [UNESCO]SynchrotronComputational physicsSpace and Planetary SciencesymbolsUNESCO::ASTRONOMÍA Y ASTROFÍSICA::Cosmología y cosmogonia:ASTRONOMÍA Y ASTROFÍSICA [UNESCO]Beam (structure)Astronomy & Astrophysics
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Diagnostic accuracy of adding copeptin to cardiac troponin for non-ST-elevation myocardial infarction: A systematic review and meta-analysis.

2018

Introduction This study aimed to determine the diagnostic accuracy of adding copeptin to cardiac troponin (cTn) on admission to the emergency department (ED) for non-ST elevation myocardial infarction (NSTEMI) compared to cTn alone. Materials and methods A literature search of MEDLINE, EMBASE, and the Cochrane Library was performed (search date: April 13, 2018). Primary studies were included if they accurately reported on patients with symptoms suggestive of acute myocardial infarction and measured both cTn alone and cTn with copeptin upon admission to the ED. The patients with evidence of ST elevation myocardial infarction were excluded. To assess the risk of bias for the included studies,…

Critical Care and Emergency MedicineMyocardial Infarctionlcsh:MedicineDiagnostic accuracy030204 cardiovascular system & hematologyCochrane LibraryBiochemistryDatabase and Informatics Methods0302 clinical medicineMathematical and Statistical TechniquesMedicine and Health SciencesMedicine030212 general & internal medicineMyocardial infarctionDatabase Searchinglcsh:ScienceNon-ST Elevated Myocardial Infarctionhealth care economics and organizationsMultidisciplinarybiologyGlycopeptidesResearch AssessmentTroponinObservational Studies as TopicMeta-analysisPhysical SciencesCardiologyStatistics (Mathematics)Research Articlemedicine.medical_specialtySystematic ReviewsCardiologyResearch and Analysis Methods03 medical and health sciencesCopeptinSt elevation myocardial infarctionDiagnostic MedicineInternal medicineHumansStatistical Methodsbusiness.industrylcsh:RBiology and Life SciencesProteinsEmergency departmentmedicine.diseaseTroponinCytoskeletal Proteinsbiology.proteinlcsh:QbusinessBiomarkersMathematicsMeta-AnalysisPloS one
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Anti-Hypotensive Treatment and Endothelin Blockade Synergistically Antagonize Exercise Fatigue in Rats under Simulated High Altitude

2013

Rapid ascent to high altitude causes illness and fatigue, and there is a demand for effective acute treatments to alleviate such effects. We hypothesized that increased oxygen delivery to the tissue using a combination of a hypertensive agent and an endothelin receptor A antagonist drugs would limit exercise-induced fatigue at simulated high altitude. Our data showed that the combination of 0.1 mg/kg ambrisentan with either 20 mg/kg ephedrine or 10 mg/kg methylphenidate significantly improved exercise duration in rats at simulated altitude of 4,267 m, whereas the individual compounds did not. In normoxic, anesthetized rats, ephedrine alone and in combination with ambrisentan increased heart…

Critical Care and Emergency MedicinePulmonologyPhysiologyAcclimatizationRespiratory Systemlcsh:MedicineAltitude SicknessPharmacologyCardiovascular PhysiologyDrug DiscoveryMedicine and Health SciencesDrug InteractionsSympathomimeticslcsh:ScienceFatigueAltitude sicknessEphedrineMammalsMultidisciplinaryPhenylpropionatesAltitudeDrug SynergismHematologyAnimal ModelsCell HypoxiaPyridazinesmedicine.anatomical_structureVertebratesBlood CirculationDrug Therapy CombinationAnatomymedicine.symptomEndothelin receptorPerfusionInjections IntraperitonealResearch Articlemedicine.drugDrug Research and DevelopmentAmbrisentanEndothelin A Receptor AntagonistsCardiologyEnvironmental and Occupational Lung DiseasesResearch and Analysis MethodsRodentsCardiovascular PharmacologyModel OrganismsHeart ratemedicineAnimalsRespiratory PhysiologySports and Exercise MedicinePharmacologyDose-Response Relationship Drugbusiness.industryAcute Cardiovascular Problemslcsh:ROrganismsHemodynamicsBiology and Life SciencesSkeletal muscleHypoxia (medical)medicine.diseaseRatsDisease Models AnimalBlood pressureMethylphenidateCardiovascular Anatomylcsh:QClinical MedicinebusinessPLoS ONE
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Applying univariate vs. multivariate statistics to investigate therapeutic efficacy in (pre)clinical trials: A Monte Carlo simulation study on the ex…

2020

BackgroundSmall sample sizes combined with multiple correlated endpoints pose a major challenge in the statistical analysis of preclinical neurotrauma studies. The standard approach of applying univariate tests on individual response variables has the advantage of simplicity of interpretation, but it fails to account for the covariance/correlation in the data. In contrast, multivariate statistical techniques might more adequately capture the multi-dimensional pathophysiological pattern of neurotrauma and therefore provide increased sensitivity to detect treatment effects.ResultsWe systematically evaluated the performance of univariate ANOVA, Welch's ANOVA and linear mixed effects models ver…

Critical Care and Emergency MedicineScienceStatistics as TopicTest StatisticsGeometryResearch and Analysis Methods570 Life sciencesMathematical and Statistical TechniquesMedicine and Health SciencesHumansStatistical MethodsResearch ErrorsTrauma MedicinePrincipal Component AnalysisAnalysis of VarianceClinical Trials as TopicSimulation and ModelingStatisticsQRResearch AssessmentMonte Carlo methodEllipsesBrain InjuriesSample SizeMultivariate AnalysisPhysical SciencesMedicineTraumatic InjuryNeurotraumaMathematics570 BiowissenschaftenResearch ArticlePLoS ONE
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