Search results for "Statistical Data"

showing 10 items of 15 documents

Identifying Prognostic SNPs in Clinical Cohorts: Complementing Univariate Analyses by Resampling and Multivariable Modeling

2016

Clinical cohorts with time-to-event endpoints are increasingly characterized by measurements of a number of single nucleotide polymorphisms that is by a magnitude larger than the number of measurements typically considered at the gene level. At the same time, the size of clinical cohorts often is still limited, calling for novel analysis strategies for identifying potentially prognostic SNPs that can help to better characterize disease processes. We propose such a strategy, drawing on univariate testing ideas from epidemiological case-controls studies on the one hand, and multivariable regression techniques as developed for gene expression data on the other hand. In particular, we focus on …

0301 basic medicineMultivariate analysisMicroarraysTest StatisticsGene Expressionlcsh:MedicineBioinformatics01 natural sciencesHematologic Cancers and Related DisordersCohort Studies010104 statistics & probabilityMathematical and Statistical TechniquesResamplingMedicine and Health Scienceslcsh:ScienceStatistical DataUnivariate analysisMultidisciplinarySimulation and ModelingMultivariable calculusRegression analysisHematologyMyeloid LeukemiaPrognosisRegressionBioassays and Physiological AnalysisOncologyResearch DesignPhysical SciencesStatistics (Mathematics)Research ArticleAcute Myeloid LeukemiaPermutationSingle-nucleotide polymorphismComputational biologyBiologyResearch and Analysis MethodsPolymorphism Single Nucleotide03 medical and health sciencesLeukemiasGeneticsHumansStatistical Methods0101 mathematicsDiscrete Mathematicslcsh:RUnivariateCancers and NeoplasmsBiology and Life SciencesModels Theoretical030104 developmental biologyCombinatoricsCase-Control StudiesMultivariate Analysislcsh:QMathematicsPLOS ONE
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Fasting regulates EGR1 and protects from glucose- and dexamethasone-dependent sensitization to chemotherapy

2017

Fasting reduces glucose levels and protects mice against chemotoxicity, yet drugs that promote hyperglycemia are widely used in cancer treatment. Here, we show that dexamethasone (Dexa) and rapamycin (Rapa), commonly administered to cancer patients, elevate glucose and sensitize cardiomyocytes and mice to the cancer drug doxorubicin (DXR). Such toxicity can be reversed by reducing circulating glucose levels by fasting or insulin. Furthermore, glucose injections alone reversed the fasting-dependent protection against DXR in mice, indicating that elevated glucose mediates, at least in part, the sensitizing effects of rapamycin and dexamethasone. In yeast, glucose activates protein kinase A (P…

0301 basic medicineTime FactorsImmunology and Microbiology (all)Peptide Hormonesmedicine.medical_treatmentAMP-Activated Protein KinasesToxicologyPathology and Laboratory MedicineBiochemistryDexamethasoneMiceEndocrinologyAMP-activated protein kinaseAtrial natriuretic peptideNatriuretic Peptide BrainMedicine and Health SciencesNatriuretic peptideInsulinSmall interfering RNAsBiology (General)Statistical DatabiologyOrganic CompoundsGeneral NeuroscienceMonosaccharidesHeartFastingMetformin3. Good healthMetforminNucleic acidsChemistryPhysical SciencesFemaleAnatomyGeneral Agricultural and Biological SciencesStatistics (Mathematics)Atrial Natriuretic FactorResearch Articlemedicine.drugmedicine.medical_specialtyQH301-705.5medicine.drug_classCarbohydratesEGR1Antineoplastic AgentsCardiotoxinsGeneral Biochemistry Genetics and Molecular Biology03 medical and health sciencesNatriuretic PeptideStress PhysiologicalInternal medicineGeneticsmedicineAnimalsNon-coding RNAProtein kinase AEarly Growth Response Protein 1Diabetic EndocrinologyNeuroscience (all)Biochemistry Genetics and Molecular Biology (all)Biology and life sciencesToxicityGeneral Immunology and MicrobiologyInsulinOrganic ChemistryChemical CompoundsCorrectionAMPKCyclic AMP-Dependent Protein KinasesHormonesGene regulationDietAtrial Natriuretic PeptideMice Inbred C57BLNeuroscience (all); Immunology and Microbiology (all); Biochemistry Genetics and Molecular Biology (all); Agricultural and Biological Sciences (all)Glucose030104 developmental biologyEndocrinologyAgricultural and Biological Sciences (all)CytoprotectionMetabolic DisordersHyperglycemiaCardiovascular Anatomybiology.proteinRNAGene expressionMathematicsPLOS Biology
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The anisotropy of personal space.

2019

Violations of personal space are associated with discomfort. However, the exact function linking the magnitude of discomfort to interpersonal distance has not yet been specified. In this study, we explore whether interpersonal distance and discomfort are isotropic with respect to uncomfortably far or close distances. We also extend previous findings with regard to intrusions into personal space as well as maintenance of distances outside of personal space. We presented subjects with 15 interpersonal distances ranging from 40 to 250 cm and obtained verbal and joystick-based ratings of discomfort. Whereas discomfort rose immediately when personal space was entered, the gradient was less steep…

AdultMaleResearch ValidityTopographyScienceMaterials ScienceMaterial PropertiesEmotionsSocial SciencesResearch and Analysis MethodsStatistical InferencePersonal SpaceYoung AdultMathematical and Statistical TechniquesTask Performance and AnalysisPsychologyHumansStatistical MethodsStatistical DataAnalysis of VarianceLandformsBehaviorPhysicsStatisticsQRBiology and Life SciencesReproducibility of ResultsGeomorphologyFearResearch AssessmentMiddle AgedCondensed Matter Physics150 PsychologiePhysical SciencesEarth SciencesAnisotropyMedicineFemale150 PsychologyMathematicsResearch ArticleValleysPLoS ONE
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The Construct of Sexual Openness for Females in Steady Intimate Relationships

2017

The analysis of open-minded attitudes towards sexuality in general requires a construct based on attitudinal dimensions. Although several existing studies involve sexual attitudes, they differ substantially and standardized conceptual work is missing. Thus, the authors introduce the latent variable sexual openness to develop a construct based on self-oriented attitudes towards different sexual topics. Available survey data of female German students in a steady relationship allowed providing a first empirical test for the applicability of this construct. Five subdimensions are acknowledged central for sexual openness: sexual practices, masturbation, bisexuality, permissiveness, and pornograp…

AdultMaleSelf Disclosuresexual functioningAdolescentPhysiologySexual Behaviorlcsh:MedicineSocial SciencesResearch and Analysis MethodserotophiliaYoung AdultMathematical and Statistical TechniquesReproductive PhysiologyDiagnostic Medicinesexual liberalismMental Health and PsychiatryCopulationMedicine and Health SciencesHumansPsychologySexual IdentityInterpersonal RelationsStatistical Methodssexual opennesslcsh:ScienceStatistical DataForensicssexual opinion surveySurvey Researchlcsh:RBiology and Life SciencesMiddle AgedClinical Laboratory SciencesSexual PartnersResearch Design150 PsychologiePhysical SciencesBisexualitylcsh:QFemaleLaw and Legal Sciences150 PsychologySexualityFactor AnalysisMathematicsStatistics (Mathematics)Research Article
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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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Descriptive Statistics

2009

A set of medical data is based on a collection of the data of individual cases or objects, also called observation units or statistical units. Every case, for example every study participant, patient, every experimental animal, every tooth or every cell shows comparable parameters (such as body weight, gender, erosion, pH). Each of these parameters, also called variables, has a specific parameter value (gender = male, age = 30 years, weight = 70 kg) for each observation unit (for example the patient). The aim of descriptive statistics is to summarize the data, so that they can be clearly illustrated (1–3). The property of a parameter is specified by its so-called scale of measure. Generally…

Data pointDescriptive statisticsbusiness.industryStatisticsMetric (mathematics)Contrast (statistics)MedicineScale (descriptive set theory)General MedicinebusinessCategorical variableStatistical data typeVariable (mathematics)Deutsches Ärzteblatt international
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Polarization and suburbanisation in Warsaw

2001

The economic transition in Poland leads to a restructuration of economic activities which affects spatial patterns of cities, especially in Warsaw. Analyzing the location and re-location of population and employment in Poland’s capital allows to enlarge the debate on the suburbanization forms to the Central and Oriental European Countries. The results support the fact that the city center is still largely the most important district in terms of population andemployment, so that in 1999 the city keeps a strong monocentric character. However, from 1994 to 1999, population and employment move towards the Warsaw’s suburbs. Two significant observations, namely the suburbanization of retailing an…

Economic activityEmploymentConcentrationUrban FringePlace of AbodeUrban Population[SHS.GEO] Humanities and Social Sciences/GeographyPologne[ SHS.GEO ] Humanities and Social Sciences/GeographySociologyActivité économiqueDonnées statistiquesPopulation urbaineEspace urbainStatistical DataTransition to capitalismUrban Sociology.SpécialisationCenter and PeripherySociologie urbaine.[SHS.GEO]Humanities and Social Sciences/GeographyCentre-périphérieService IndustryEmploiRestructurationLieu de résidenceSecteur tertiaireWarsawSociologieRural and urban sociologyPolandVarsovieTransition au capitalismeEspace périurbainUrban AreasSpecializationSociologie urbaine et rurale
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Quantitative Characteristics of Information Society and ICT Industry in Latvia

2015

Abstract The article is devoted to statistical analysis of information and communication technology (ICT) industry in Latvia and the development of Information Society in the country. On the basis of statistical data comparison of Latvia with other European countries is made. This comparison shows that Latvia belongs to countries with very well developed Internet. On the other hand the statistical data points on the fact that it is necessary to increase the awareness of population regarding possibilities offered by using of ICT and e-Government.

Economic growtheducation.field_of_studybusiness.product_categoryInformation societybusiness.industryPopulationGeneral EngineeringEnergy Engineering and Power Technologystatistical dataData pointstatistical analysisInformation and Communications TechnologyRegional scienceInternet accessThe InternetStatistical analysisbroadband Internet ;Information societyeducationbusinessICT industryProcedia Economics and Finance
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Aspects of Statistics on Innovation in Latvia and Some Guidelines for Its Effective Use

2016

AbstractStatistical data on innovation in Latvia, at a current stage, were applied only to the particular areas of developing and planning of Latvian innovation support strategies. The aim of the paper is to show Latvian innovative performance and to provide proposals on making statistical data on innovations more useful for the analysis of innovativeness of Latvia. Research methods: bibliography review and methods of statistical analysis, such as processing and comparative analysis.

EngineeringHF5001-6182Management sciencebusiness.industry05 social sciencesLatvianlanguage.human_languageinnovationsEconomics as a sciencecommunity innovation survey0502 economics and businesslanguageStatistical analysisstatistical data on innovationsBusiness050207 economicsbusinessBusiness managementHB71-74050203 business & management
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Epidemiology and Reporting Characteristics of Systematic Reviews of Biomedical Research: A Cross-Sectional Study.

2016

Background Systematic reviews (SRs) can help decision makers interpret the deluge of published biomedical literature. However, a SR may be of limited use if the methods used to conduct the SR are flawed, and reporting of the SR is incomplete. To our knowledge, since 2004 there has been no cross-sectional study of the prevalence, focus, and completeness of reporting of SRs across different specialties. Therefore, the aim of our study was to investigate the epidemiological and reporting characteristics of a more recent cross-section of SRs. Methods and Findings We searched MEDLINE to identify potentially eligible SRs indexed during the month of February 2014. Citations were screened using pre…

Research designmedicine.medical_specialtyBiomedical ResearchSystematic ReviewsCross-sectional studyMEDLINEResearch and Analysis Methods03 medical and health sciencesDatabase and Informatics Methods0302 clinical medicineMathematical and Statistical TechniquesConDuCT-IIEpidemiologyparasitic diseasesmedicineMedicine and Health SciencesHumansMedical physics030212 general & internal medicineDatabase SearchingStatistical Methods/dk/atira/pure/core/keywords/conduct_iiStatistical DataHealth Care Policybusiness.industryRGeneral MedicinePublication biasResearch Assessment3. Good healthHealth CareReview Literature as TopicSystematic reviewCross-Sectional StudiesData extractionResearch DesignMeta-analysisPhysical SciencesResearch Reporting GuidelinesMedicinebusinessEpidemiologic Methods030217 neurology & neurosurgeryMathematicsStatistics (Mathematics)Screening GuidelinesResearch ArticleMeta-AnalysisPLoS medicine
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