03843nam 2200985z- 450 991055768010332120220111(CKB)5400000000044731(oapen)https://directory.doabooks.org/handle/20.500.12854/76875(oapen)doab76875(EXLCZ)99540000000004473120202201d2021 |y 0engurmn|---annantxtrdacontentcrdamediacrrdacarrierRobust Procedures for Estimating and Testing in the Framework of Divergence MeasuresBasel, SwitzerlandMDPI - Multidisciplinary Digital Publishing Institute20211 online resource (333 p.)3-0365-1460-0 3-0365-1459-7 The scope of the contributions to this book will be to present new and original research papers based on MPHIE, MHD, and MDPDE, as well as test statistics based on these estimators from a theoretical and applied point of view in different statistical problems with special emphasis on robustness. Manuscripts given solutions to different statistical problems as model selection criteria based on divergence measures or in statistics for high-dimensional data with divergence measures as loss function are considered. Reviews making emphasis in the most recent state-of-the art in relation to the solution of statistical problems base on divergence measures are also presented.Research & information: generalbicsscBayes error rateBayesian decision makingBhattacharyya coefficient/distancebias and variance trade-offclassificationcomposite likelihoodcomposite minimum density power divergence estimatorsconcentration boundscontingency tablesconvergence ratesCOVID-19 pandemicCUSUM monitoringdensity power divergencedisparitydivergence measuresepidemiologyestimation of αFriedman-Rafsky test statisticGalton-Watson branching processes with immigrationGLM modelHellinger distanceHellinger integralsHenze-Penrose divergenceINARCH(1) modelINGARCH modelinteger-valued time seriesKullback-Leibler information distance/divergencelarge deviationsMDPDEminimal spanning treesminimum density power divergence estimatorminimum pseudodistance estimationmixed-scale datamodel selectionmonitoringn/anumerical minimizationone-parameter exponential familypearson residualspower divergencesrare event probabilitiesrelative entropyRenyi divergencesresidual adjustment functionrobust change point testrobustnessRobustnessS-estimationSPCstatistical distancestime series of countsTukey's biweightResearch & information: generalPardo Leandroedt499080Martin NirianedtPardo LeandroothMartin NirianothBOOK9910557680103321Robust Procedures for Estimating and Testing in the Framework of Divergence Measures3027216UNINA