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
2010
Applied Linear Models with SAS
Zelterman D. Applied Linear Models with SAS. 2010 DOI: 10.1017/cbo9780511778643.Peer-Reviewed Original Research
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
1988
Order statistics of the generalized logistic distribution
Zelterman D. Order statistics of the generalized logistic distribution. Computational Statistics & Data Analysis 1988, 7: 69-77. DOI: 10.1016/0167-9473(88)90016-3.Peer-Reviewed Original Research
1987
Goodness-of-Fit Tests for Large Sparse Multinomial Distributions
Zelterman D. Goodness-of-Fit Tests for Large Sparse Multinomial Distributions. Journal Of The American Statistical Association 1987, 82: 624-629. DOI: 10.1080/01621459.1987.10478475.Peer-Reviewed Original ResearchMultinomial distributionRandom variablesChi-square random variablesLarge sparse contingency tablesNormal random variablesSample size nSparse contingency tablesChi-squared distributionLocal alternative hypothesesTwo-dimensional contingency tableDirichlet mixtureNull hypothesisK behaveSize nContingency tablesSpecial caseLog λFit testPearson's X2Same inferenceMarginal totalsCell meansRatio λStatisticsGoodness
1986
The log-likelihood ratio for sparse multinomial mixtures
Zelterman D. The log-likelihood ratio for sparse multinomial mixtures. Statistics & Probability Letters 1986, 4: 95-99. DOI: 10.1016/0167-7152(86)90024-6.Peer-Reviewed Original Research