2022
Applied Multivariate Statistics with R
Zelterman D. Applied Multivariate Statistics with R. Statistics For Biology And Health 2022 DOI: 10.1007/978-3-031-13005-2.Peer-Reviewed Original ResearchLinear algebraStatistical applicationsReal data setsMathematical derivationTime series modelsMultivariate statisticsR implementationNormal distributionTheoretical derivationSeries modelsPractical examplesStatisticsDerivationFactor methodAlgebraProgram RLarge dataData setsGraphical displayAnalytical methodZeltermanLinear regression
2015
Applied Multivariate Statistics with R
Zelterman D. Applied Multivariate Statistics with R. Statistics For Biology And Health 2015 DOI: 10.1007/978-3-319-14093-3.Peer-Reviewed Original ResearchReal-world topicsLinear algebraStatistical applicationsReal data setsMathematical derivationOpen sourceTime series modelsR implementationMultivariate statisticsNormal distributionTheoretical derivationGraphical displaySeries modelsData setsPractical examplesSurveillance systemZeltermanUseful analysisStatisticsDerivationFactor methodAlgebraDiverse disciplinesProgram RNew method
1993
A Semiparametric Bootstrap Technique for Simulating Extreme Order Statistics
Zelterman D. A Semiparametric Bootstrap Technique for Simulating Extreme Order Statistics. Journal Of The American Statistical Association 1993, 88: 477-485. DOI: 10.1080/01621459.1993.10476298.Peer-Reviewed Original ResearchExtremal distributionsOrder statisticsType 1 extreme value distributionNormalized spacingsLarge observed valuesExtreme order statisticsLargest order statisticsExponential random variablesDomain of attractionExtreme value distributionRandom variablesNumerical examplesBootstrap distributionJoint distributionValue distributionBootstrap techniqueObserved valuesSame meanVariatesParent populationStatisticsData setsOriginal dataDistribution