LEADER 04332nam 22008175 450 001 9910438159803321 005 20250609110718.0 010 $a1-299-40775-7 010 $a88-470-2871-X 024 7 $a10.1007/978-88-470-2871-5 035 $a(CKB)2670000000328455 035 $a(EBL)1083502 035 $a(OCoLC)827212346 035 $a(SSID)ssj0000870683 035 $a(PQKBManifestationID)11472608 035 $a(PQKBTitleCode)TC0000870683 035 $a(PQKBWorkID)10819323 035 $a(PQKB)11395480 035 $a(DE-He213)978-88-470-2871-5 035 $a(MiAaPQ)EBC1083502 035 $a(PPN)168334860 035 $a(MiAaPQ)EBC4068878 035 $a(EXLCZ)992670000000328455 100 $a20130125d2013 u| 0 101 0 $aeng 135 $aur|n|---||||| 181 $ctxt 182 $cc 183 $acr 200 10$aComplex Models and Computational Methods in Statistics /$fedited by Matteo Grigoletto, Francesco Lisi, Sonia Petrone 205 $a1st ed. 2013. 210 1$aMilano :$cSpringer Milan :$cImprint: Springer,$d2013. 215 $a1 online resource (226 p.) 225 1 $aContributions to Statistics,$x2628-8966 300 $aDescription based upon print version of record. 311 08$a88-470-5565-2 311 08$a88-470-2870-1 327 $aA new unsupervised classification technique through nonlinear non parametric mixed effects models -- Estimation approaches for the apparent diffusion coefficient in Rice-distributed MR signals -- Longitudinal patterns of financial product ownership: a latent growth mixture approach -- Computationally efficient inference procedures for vast dimensional realized covariance models -- A GPU software library for likelihood-based inference of environmental models with large datasets -- Theoretical Regression Trees: a tool for multiple structural-change models analysis -- Some contributions to the theory of conditional Gibbs partitions -- Estimation of traffic matrices for LRD traffic -- A Newton's method for benchmarking time series -- Spatial smoothing for data distributed over non-planar domains -- Volatility swings in the US financial markets -- Semicontinuous regression models with skew distributions -- Classification of multivariate linear-circular data with nonignorable missing values -- Multidimensional connected set detection in clustering based on nonparametric density estimation -- Using integrated nested Laplace approximations for modelling spatial healthcare utilization -- Supply function prediction in electricity auctions -- A hierarchical bayesian model for RNA-Seq data. 330 $aThe use of computational methods in statistics to face complex problems and highly dimensional data, as well as the widespread availability of computer technology, is no news. The range of applications, instead, is unprecedented. As often occurs, new and complex data types require new strategies, demanding for the development of novel statistical methods and suggesting stimulating mathematical problems. This book is addressed to researchers working at the forefront of the statistical analysis of complex systems and using computationally intensive statistical methods. 410 0$aContributions to Statistics,$x2628-8966 606 $aStatistics 606 $aMathematics 606 $aSocial sciences 606 $aBusiness 606 $aManagement science 606 $aBiometry 606 $aStatistical Theory and Methods 606 $aMathematics in the Humanities and Social Sciences 606 $aBusiness and Management 606 $aBiostatistics 615 0$aStatistics. 615 0$aMathematics. 615 0$aSocial sciences. 615 0$aBusiness. 615 0$aManagement science. 615 0$aBiometry. 615 14$aStatistical Theory and Methods. 615 24$aMathematics in the Humanities and Social Sciences. 615 24$aBusiness and Management. 615 24$aBiostatistics. 676 $a520 701 $aGrigoletto$b Matteo$0117625 701 $aLisi$b Francesco$0148120 701 $aPetrone$b Sonia$0104919 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910438159803321 996 $aComplex models and computational methods in statistics$94185437 997 $aUNINA