03806nam 2200961z- 450 991055768010332120231214133131.0(CKB)5400000000044731(oapen)https://directory.doabooks.org/handle/20.500.12854/76875(EXLCZ)99540000000004473120202201d2021 |y 0engurmn|---annantxtrdacontentcrdamediacrrdacarrierRobust Procedures for Estimating and Testing in the Framework of Divergence MeasuresBasel, SwitzerlandMDPI - Multidisciplinary Digital Publishing Institute20211 electronic 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: generalbicsscclassificationBayes error rateHenze-Penrose divergenceFriedman-Rafsky test statisticconvergence ratesbias and variance trade-offconcentration boundsminimal spanning treescomposite likelihoodcomposite minimum density power divergence estimatorsmodel selectionminimum pseudodistance estimationRobustnessestimation of αmonitoringnumerical minimizationS-estimationTukey's biweightinteger-valued time seriesone-parameter exponential familyminimum density power divergence estimatordensity power divergencerobust change point testGalton-Watson branching processes with immigrationHellinger integralspower divergencesKullback-Leibler information distance/divergencerelative entropyRenyi divergencesepidemiologyCOVID-19 pandemicBayesian decision makingINARCH(1) modelGLM modelBhattacharyya coefficient/distancetime series of countsINGARCH modelSPCCUSUM monitoringMDPDEcontingency tablesdisparitymixed-scale datapearson residualsresidual adjustment functionrobustnessstatistical distancesHellinger distancelarge deviationsdivergence measuresrare event probabilitiesResearch & information: generalPardo Leandroedt499080Martin NirianedtPardo LeandroothMartin NirianothBOOK9910557680103321Robust Procedures for Estimating and Testing in the Framework of Divergence Measures3027216UNINA