Search results for "Linear Model"

showing 10 items of 598 documents

Fat intake in children with autism spectrum disorder in the Mediterranean region (Valencia, Spain)

2015

Children with autism spectrum disorder (ASD) have been found to have alterations in dietary fat intake and fat quality. The fat intakes of the foods consumed by children with and without ASD were compared, and the deficiency and excess of these nutrients were examined.In a matched case-control study, 3-day food diaries were completed by 105 children with ASD and 495 typically developing (TD) 6- to 9-year-old children in Valencia (Spain). We used the probabilistic approach and estimated average requirement cut-point to evaluate the risk of inadequate nutrients intakes. These were compared between groups and with Spanish recommendations using linear and logistic regression, respectively.Group…

MaleRiskAutism Spectrum DisorderMedicine (miscellaneous)Healthy eatingLogistic regressionNutrition Policy03 medical and health sciences0302 clinical medicineNutrientFat intake030225 pediatricsEnvironmental healthPrevalencemedicineHumansFood scienceChildchemistry.chemical_classificationNutrition and Dieteticsbusiness.industryGeneral NeuroscienceGeneral Medicinemedicine.diseaseDietary FatsDiet RecordsDietCross-Sectional StudiesLogistic ModelschemistrySpainAutism spectrum disorderDietary Reference IntakeCase-Control StudiesLinear ModelsPatient ComplianceAutismFemaleDiet HealthyChild Nutritional Physiological PhenomenaDeficiency Diseasesbusiness030217 neurology & neurosurgeryPolyunsaturated fatty acidNutritional Neuroscience
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On Rao Score and Pearson X2 Statistics in Generalized Linear Models

2005

The identity of the Rao score and PearsonX 2 statistics is well known in the areas where the latter was first introduced: goodness-of-fit in contingency tables and binary responses. We show in this paper that the same identity holds when the two statistics are used for testing goodness-of-fit of Generalized Linear Models. We also highlight the connections that exist between the two statistics when they are used for the comparison of nested models. Finally, we discuss some merits of these unifying results.

Statistics and ProbabilityContingency tableProper linear modelstatisticLinear modelScoreRao scoreGeneralized linear mixed modelHierarchical generalized linear modelQuasi-likelihoodStatisticsStatistics Probability and Uncertaintylinear modelsGeneralized estimating equationMathematics
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Efficient estimation of generalized linear latent variable models.

2019

Generalized linear latent variable models (GLLVM) are popular tools for modeling multivariate, correlated responses. Such data are often encountered, for instance, in ecological studies, where presence-absences, counts, or biomass of interacting species are collected from a set of sites. Until very recently, the main challenge in fitting GLLVMs has been the lack of computationally efficient estimation methods. For likelihood based estimation, several closed form approximations for the marginal likelihood of GLLVMs have been proposed, but their efficient implementations have been lacking in the literature. To fill this gap, we show in this paper how to obtain computationally convenient estim…

0106 biological sciencesMultivariate statisticsMultivariate analysisComputer scienceBinomials01 natural sciencesPolynomials010104 statistics & probabilityAmoebastilastolliset mallitestimointiProtozoansLikelihood FunctionsMultidisciplinaryApproximation MethodsStatistical ModelsSimulation and ModelingApplied MathematicsStatisticsQLinear modelREukaryotaLaplace's methodData Interpretation StatisticalPhysical SciencesVertebratesMedicineAlgorithmAlgorithmsResearch ArticleOptimizationScienceLatent variableResearch and Analysis Methods010603 evolutionary biologygeneralized linear latent variable modelsSet (abstract data type)BirdsAnimalsComputer Simulation0101 mathematicsta112OrganismsBiology and Life SciencesStatistical modelMarginal likelihoodAlgebraAmniotesMultivariate AnalysisLinear ModelsMathematicsSoftwarePLoS ONE
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Nonlinear dynamics of interest rate and inflation

2004

According to several empirical studies, US inflation and nominal interest rates, as well as the real interest rate, can be described as unit root processes. These results imply that nominal interest rates and expected inflation do not move one-for-one in the long run, which is not consistent with the theoretical models. In this paper we introduce a nonlinear bivariate mixture autoregressive model that seems to fit quarterly US data (1952 Q1 – 2000 Q2) reasonably well. It is found that the three-month treasury bill rate and inflation share a common nonlinear component that explains a large part of their persistence. The real interest rate is devoid of this component, indicating one-for-one m…

Economics and Econometricsmedia_common.quotation_subjectFisher equationjel:E43International Fisher effectjel:C32nonlinear models interest rate inflation cointegration analysisInterest rateNominal interest rateContinuously compounded nominal and real returnsEconomicsEconometricsFisher hypothesisReal interest rateSocial Sciences (miscellaneous)Rendleman–Bartter modelnonlinear models; interest rate; inflation; cointegration analysismedia_common
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Distance decay 2.0 – a global synthesis of taxonomic and functional turnover in ecological communities

2021

AbstractUnderstanding the variation in community composition and species abundances, i.e., β-diversity, is at the heart of community ecology. A common approach to examine β-diversity is to evaluate directional turnover in community composition by measuring the decay in the similarity among pairs of communities along spatial or environmental distances. We provide the first global synthesis of taxonomic and functional distance decay along spatial and environmental distance by analysing 149 datasets comprising different types of organisms and environments. We modelled an exponential distance decay for each dataset using generalized linear models and extracted r2 and slope to analyse the streng…

0106 biological sciencesGeneralized linear modelDistance decayCommunity010604 marine biology & hydrobiology15. Life on land010603 evolutionary biology01 natural sciencesLatitudeExponential functionSimilarity (network science)Environmental scienceMarine ecosystem14. Life underwaterPhysical geographySpatial extent
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Do GOLD stages of COPD severity really correspond to differences in health status?

2003

The purpose of this study was to assess whether different stages of chronic obstructive pulmonary disease (COPD) severity defined according to the Global Initiative for Chronic Obstructive Lung Disease (GOLD) criteria correlate with meaningful differences in health status. A total of 381 COPD patients, aged 73+/-6 yrs, were classified in the five GOLD stages. Disease-specific (St George Respiratory Questionnaire (SGRQ)) and generic indexes of health status were measured in all patients. Multivariate analysis of covariance or Kruskal Wallis tests were used to compare health status indexes across the spectrum of GOLD stages of COPD severity. GOLD stages of COPD severity significantly differed…

MalePulmonary and Respiratory Medicinemedicine.medical_specialtyMultivariate analysisPulmonary diseaseGlobal Initiative for Chronic Obstructive Lung Disease guidelineshealth statusComorbiditySettore MED/10 - Malattie Dell'Apparato RespiratorioSeverity of Illness IndexelderlyHealth StatuPulmonary Disease Chronic ObstructiveSurveys and QuestionnairesInternal medicineSeverity of illnessChronic obstructive pulmonary disease; elderly; Global Initiative for Chronic Obstructive Lung Disease guidelines; health statusmedicineSurveys and QuestionnaireHumansStage (cooking)Multivariate AnalysiRespiratory Function TestAgedCOPDbusiness.industryKruskal–Wallis one-way analysis of varianceChronic obstructive pulmonary diseaseAged; Comorbidity; Female; Humans; Linear Models; Male; Multivariate Analysis; Pulmonary Disease Chronic Obstructive; Respiratory Function Tests; Surveys and Questionnaires; Health Status; Severity of Illness Indexmedicine.diseaseComorbidityObstructive lung diseaseRespiratory Function TestsMultivariate AnalysisLinear ModelsPhysical therapyLinear ModelFemalebusinessHumanEuropean Respiratory Journal
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Physical activity and sedentary time in relation to academic achievement in children

2017

Objectives To investigate the independent and combined associations of objectively measured moderate-to-vigorous physical activity (MVPA) and sedentary time (ST) with reading and arithmetic skills. Design Cross-sectional/prospective. Methods Participants were 89 boys and 69 girls aged 6–8 years. MVPA and ST were measured using a combined heart rate and movement sensor and body fat percentage by dual-energy X-ray absorptiometry in Grade 1. Reading fluency, reading comprehension, and arithmetic skills were assessed using standardized tests in Grades 1–3. The data were analyzed using linear regression analyses and analyses of covariance with repeated measures. Results In boys, MVPA was directl…

kognitioMaleCross-sectional studylastentautioppieducationPhysical Therapy Sports Therapy and RehabilitationStandardized testAcademic achievementta3111Academic performanceBody fat percentageMotor activityPediatricsDevelopmental psychology03 medical and health sciencesFluency0302 clinical medicineCognitionsedentary behaviorAccelerometryHumansta516Orthopedics and Sports Medicine030212 general & internal medicineProspective Studiesta315ChildExerciseSedentary lifestyleOriginal ResearchAcademic Successmotor activitybusiness.industry4. Educationacademic performanceRepeated measures design030229 sport sciencesSedentary behaviorCross-Sectional StudiesReading comprehensionReadingLinear ModelsFemalebusinessPsychologyhuman activitiesMathematicsJournal of Science and Medicine in Sport
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Growth patterns at distal radius and tibial shaft in pubertal girls: a 2-year longitudinal study.

2005

Bone changes, in terms of both size and BMD, were assessed longitudinally in pubertal girls. Before puberty, BMD at the distal radius declined, whereas bone size increased, suggesting that normal growing girls experience a transient period of increased bone fragility. This could explain the elevated low-trauma forearm fracture rates reported in earlier studies. Introduction: Longitudinal data on bone growth during puberty are sparse. Such information is needed to understand the sequence of biological changes, the physical and mechanical consequences for the growing skeleton, and the implications for later life. Materials and Methods: The geometric properties and volumetric BMD (vBMD) of the…

Time FactorsBone densityAdolescentEndocrinology Diabetes and Metabolismmedicine.medical_treatmentBone and BonesBone DensityMedicineHumansOrthopedics and Sports MedicineTibiaLongitudinal StudiesChildReduction (orthopedic surgery)Bone growthMenarcheBone DevelopmentModels StatisticalAnthropometryTibiabusiness.industryBody WeightPubertyAnatomySkeleton (computer programming)Body HeightAppositionRadiusMenarcheLinear ModelsFemalebusinessDensitometryDensitometryJournal of bone and mineral research : the official journal of the American Society for Bone and Mineral Research
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The Use of Lower or Higher Than Recommended Doses of Folic Acid Supplements during Pregnancy Is Associated with Child Attentional Dysfunction at 4–5 …

2021

We assessed the association between the use of lower- and higher-than-recommended doses of folic acid supplements (FAs) during pregnancy and attentional function in boys and girls at age of 4–5. We analyzed data from 1329 mother-child pairs from the mother-child cohort INfancia y Medio Ambiente Project (INMA) study. Information on FAs use during pregnancy was collected in personal interviews at weeks 12 and 30, and categorized in &lt

AdultMalemedicine.medical_specialtylcsh:TX341-641030209 endocrinology & metabolismNeuropsychological TestsArticle03 medical and health sciencesfolic acidChild Development0302 clinical medicinechildrenSupplement useHumansMedicineAttentionProspective Studiessupplement useattentional functionPregnancyNutrition and Dieteticsneurodevelopmentbusiness.industryObstetricsmedicine.diseaseConfidence interval3. Good healthStandard errorFolic acidSpainChild PreschoolPrenatal Exposure Delayed EffectsDietary SupplementsCohortLinear ModelsFemalepregnancybusinesslcsh:Nutrition. Foods and food supply030217 neurology & neurosurgeryFood ScienceNutrients
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Asymptomatic carotid lesions add to cardiovascular risk prediction.

2010

AIM To show that subclinical atherosclerosis (subclinical-ATS) of carotid arteries [intima-media thickness (IMT) or asymptomatic carotid plaque (ACP)], may provide additional information for risk stratification, in asymptomatic patients, aged greater than 45 years, with a cluster of risk factors (RFs). METHODS AND RESULTS We studied 558 asymptomatic patients (235 males). RFs for atherosclerosis were assessed and the 10-year-risk was calculated according to the Italian risk score. Doppler ultrasound of carotid arteries identified the presence of IMT greater than 0.9 mm in 183 patients and ACP in 147 patients. One hundred and fifty-three patients developed cerebrovascular or cardiovascular (C…

cardiovascular riskCarotid Artery DiseasesMalemedicine.medical_specialtyPercutaneousEpidemiologymedicine.medical_treatmentRevascularizationAsymptomaticRisk AssessmentSeverity of Illness IndexAnginalesionAsymptomatic carotid lesionsRisk FactorsInternal medicinemedicineOdds RatioHumanscardiovascular diseasesMyocardial infarctionAgedProportional Hazards ModelsFramingham Risk Scorebusiness.industryIncidence (epidemiology)Ultrasonography DopplerMiddle Agedmedicine.diseasePrognosisSettore MED/11 - Malattie Dell'Apparato CardiovascolarecarotidIntima-media thicknessItalyCardiovascular DiseasesAsymptomatic DiseasesCardiologyLinear ModelsFemalemedicine.symptomCardiology and Cardiovascular MedicinebusinessEuropean journal of cardiovascular prevention and rehabilitation : official journal of the European Society of Cardiology, Working Groups on EpidemiologyPrevention and Cardiac Rehabilitation and Exercise Physiology
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