LEADER 03806nam 2200961z- 450 001 9910557680103321 005 20231214133131.0 035 $a(CKB)5400000000044731 035 $a(oapen)https://directory.doabooks.org/handle/20.500.12854/76875 035 $a(EXLCZ)995400000000044731 100 $a20202201d2021 |y 0 101 0 $aeng 135 $aurmn|---annan 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aRobust Procedures for Estimating and Testing in the Framework of Divergence Measures 210 $aBasel, Switzerland$cMDPI - Multidisciplinary Digital Publishing Institute$d2021 215 $a1 electronic resource (333 p.) 311 $a3-0365-1460-0 311 $a3-0365-1459-7 330 $aThe 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. 606 $aResearch & information: general$2bicssc 610 $aclassification 610 $aBayes error rate 610 $aHenze-Penrose divergence 610 $aFriedman-Rafsky test statistic 610 $aconvergence rates 610 $abias and variance trade-off 610 $aconcentration bounds 610 $aminimal spanning trees 610 $acomposite likelihood 610 $acomposite minimum density power divergence estimators 610 $amodel selection 610 $aminimum pseudodistance estimation 610 $aRobustness 610 $aestimation of ? 610 $amonitoring 610 $anumerical minimization 610 $aS-estimation 610 $aTukey's biweight 610 $ainteger-valued time series 610 $aone-parameter exponential family 610 $aminimum density power divergence estimator 610 $adensity power divergence 610 $arobust change point test 610 $aGalton-Watson branching processes with immigration 610 $aHellinger integrals 610 $apower divergences 610 $aKullback-Leibler information distance/divergence 610 $arelative entropy 610 $aRenyi divergences 610 $aepidemiology 610 $aCOVID-19 pandemic 610 $aBayesian decision making 610 $aINARCH(1) model 610 $aGLM model 610 $aBhattacharyya coefficient/distance 610 $atime series of counts 610 $aINGARCH model 610 $aSPC 610 $aCUSUM monitoring 610 $aMDPDE 610 $acontingency tables 610 $adisparity 610 $amixed-scale data 610 $apearson residuals 610 $aresidual adjustment function 610 $arobustness 610 $astatistical distances 610 $aHellinger distance 610 $alarge deviations 610 $adivergence measures 610 $arare event probabilities 615 7$aResearch & information: general 700 $aPardo$b Leandro$4edt$0499080 702 $aMartin$b Nirian$4edt 702 $aPardo$b Leandro$4oth 702 $aMartin$b Nirian$4oth 906 $aBOOK 912 $a9910557680103321 996 $aRobust Procedures for Estimating and Testing in the Framework of Divergence Measures$93027216 997 $aUNINA