03012nam0 2200601 i 450 VAN0013262620240806100837.394N978303042553120210322d2020 |0itac50 baengCH|||| |||||Case Studies in Applied Bayesian Data ScienceCIRM Jean-Morlet Chair, Fall 2018Kerrie L. Mengersen, Pierre Pudlo, Christian P. Robert editorsChamSpringer2020vi, 417 p.ill.24 cm001VAN001022502001 Lecture notes in mathematics210 Berlin [etc.]Springer2259VAN00234203Case Studies in Applied Bayesian Data Science : CIRM Jean-Morlet Chair, Fall 2018176861260GxxStochastic processes [MSC 2020]VANC020000MF60J10Markov chains (discrete-time Markov processes on discrete state spaces) [MSC 2020]VANC020036MF62F15Bayesian inference [MSC 2020]VANC024528MF62G05Nonparametric estimation [MSC 2020]VANC029306MF62H30Classification and discrimination; cluster analysis (statistical aspects) [MSC 2020]VANC028931MF62M40Random fields; image analysis [MSC 2020]VANC025241MF62P10Applications of statistics to biology and medical sciences; meta analysis [MSC 2020]VANC024649MF62R07Statistical aspects of big data and data science [MSC 2020]VANC026514MFApplied Data ScienceKW:KApplied StatisticsKW:KBayesian OptimizationKW:KBayesian StatisticsKW:KBayesian computationKW:KBayesian neural networksKW:KBig DataKW:KCase Studies in Data ScienceKW:KCase studies in EcologyKW:KCase studies in HealthKW:KComposite likelihoodKW:KMarkov random fieldsKW:KMixture modelsKW:KSpatial modelsKW:KCHChamVANL001889MengersenKerrie L.VANV106445PudloPierreVANV106446RobertChristian P.VANV080242CIRM Jean-Morlet ChairMarseille, FRVANV090294Springer <editore>VANV108073650ITSOL20240906RICAhttp://doi.org/10.1007/978-3-030-42553-1E-book – Accesso al full-text attraverso riconoscimento IP di Ateneo, proxy e/o ShibbolethNVAN00132626BIBLIOTECA DEL DIPARTIMENTO DI MATEMATICA E FISICA08CONS e-book 08LNM2259 20210322 BIBLIOTECA DEL DIPARTIMENTO DI MATEMATICA E FISICA08CONS e-book 4584 08eMF4584 20220729 Case Studies in Applied Bayesian Data Science1768612UNICAMPANIA