LEADER 05879nam 22008055 450 001 9910299763803321 005 20200701121530.0 010 $a3-319-11149-3 024 7 $a10.1007/978-3-319-11149-0 035 $a(CKB)3710000000277538 035 $a(EBL)1967814 035 $a(SSID)ssj0001386309 035 $a(PQKBManifestationID)11752480 035 $a(PQKBTitleCode)TC0001386309 035 $a(PQKBWorkID)11350932 035 $a(PQKB)11669627 035 $a(DE-He213)978-3-319-11149-0 035 $a(MiAaPQ)EBC1967814 035 $a(PPN)183096851 035 $a(EXLCZ)993710000000277538 100 $a20141104d2015 u| 0 101 0 $aeng 135 $aur|n|---||||| 181 $ctxt 182 $cc 183 $acr 200 10$aAdvances in Complex Data Modeling and Computational Methods in Statistics$b[electronic resource] /$fedited by Anna Maria Paganoni, Piercesare Secchi 205 $a1st ed. 2015. 210 1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2015. 215 $a1 online resource (210 p.) 225 1 $aContributions to Statistics,$x1431-1968 300 $aDescription based upon print version of record. 311 $a3-319-11148-5 320 $aIncludes bibliographical references. 327 $a1 Antonino Abbruzzo, Angelo M. Mineo: Inferring networks from high-dimensional data with mixed variables -- 2 Federico Andreis, Fulvia Mecatti: Rounding Non-integer Weights in Bootstrapping Non-iid Samples: actual problem or harmless practice? -- 3 Marika Arena, Giovanni Azzone, Antonio Conte, Piercesare Secchi, Simone Vantini: Measuring downsize reputational risk in the Oil & Gas industry -- 4 Laura Azzimonti, Marzia A. Cremona, Andrea Ghiglietti, Francesca Ieva, Alessandra Menafoglio, Alessia Pini, Paolo Zanini: BARCAMP Technology Foresight and Statistics for the Future -- 5 Francesca Chiaromonte, Kateryna D. Makova: Using statistics to shed light on the dynamics of the human genome: A review -- 6 Nader Ebrahimi, Ehsan S. Soofi and Refik Soyer: Information Theory and Bayesian Reliability Analysis: Recent Advances -- 7 Stephan F. Huckemann: (Semi-) Intrinsic Statistical Analysis on non-Euclidean Spaces -- 8 John T. Kent: An investigation of projective shape space -- 9 Fabio Manfredini, Paola Pucci, Piercesare Secchi, Paolo Tagliolato, Simone Vantini, Valeria Vitelli: Treelet Decomposition of Mobile Phone Data for Deriving City Usage and Mobility Pattern in the Milan Urban Region -- 10 Cristina Mazzali, Mauro Maistriello, Francesca Ieva, Pietro Barbieri: Methodological issues in the use of administrative databases to study heart failure -- 11 Andrea Mercatant: Bayesian inference for randomized experiments with noncompliance and nonignorable missing data -- 12 Antonio Pulcini, Brunero Liseo: Approximate Bayesian Quantile Regression for Panel Data -- 13 Laura M. Sangalli: Estimating surfaces and spatial fields via regression models with differential regularization.  . 330 $aThe book is addressed to statisticians working at the forefront of the statistical analysis of complex and high dimensional data and offers a wide variety of statistical models, computer intensive methods and applications: network inference from the analysis of high dimensional data; new developments for bootstrapping complex data; regression analysis for measuring the downsize reputational risk; statistical methods for research on the human genome dynamics; inference in non-euclidean settings and for shape data; Bayesian methods for reliability and the analysis of complex data; methodological issues in using administrative data for clinical and epidemiological research; regression models with differential regularization; geostatistical methods for mobility analysis through mobile phone data exploration. This volume is the result of a careful selection among the contributions presented at the conference "S.Co.2013: Complex data modeling and computationally intensive methods for estimation and prediction" held at the Politecnico di Milano, 2013. All the papers published here have been rigorously peer-reviewed. 410 0$aContributions to Statistics,$x1431-1968 606 $aStatistics  606 $aApplied mathematics 606 $aEngineering mathematics 606 $aBiostatistics 606 $aComputational complexity 606 $aSoftware engineering 606 $aStatistical Theory and Methods$3https://scigraph.springernature.com/ontologies/product-market-codes/S11001 606 $aApplications of Mathematics$3https://scigraph.springernature.com/ontologies/product-market-codes/M13003 606 $aBiostatistics$3https://scigraph.springernature.com/ontologies/product-market-codes/L15020 606 $aComplexity$3https://scigraph.springernature.com/ontologies/product-market-codes/T11022 606 $aSoftware Engineering/Programming and Operating Systems$3https://scigraph.springernature.com/ontologies/product-market-codes/I14002 615 0$aStatistics . 615 0$aApplied mathematics. 615 0$aEngineering mathematics. 615 0$aBiostatistics. 615 0$aComputational complexity. 615 0$aSoftware engineering. 615 14$aStatistical Theory and Methods. 615 24$aApplications of Mathematics. 615 24$aBiostatistics. 615 24$aComplexity. 615 24$aSoftware Engineering/Programming and Operating Systems. 676 $a005.1 676 $a519 676 $a519.5 676 $a570.15195 676 $a620 702 $aPaganoni$b Anna Maria$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aSecchi$b Piercesare$4edt$4http://id.loc.gov/vocabulary/relators/edt 906 $aBOOK 912 $a9910299763803321 996 $aAdvances in Complex Data Modeling and Computational Methods in Statistics$91564834 997 $aUNINA