02572nam0 22005893i 450 VAN0025021220240806101422.383N978981132971520220913d2020 |0itac50 baengSG|||| |||||Monte Carlo MethodsAdrian Barbu, Song-Chun ZhuSingaporeSpringer2020xvi, 422 p.ill.24 cmVAN00250213Monte Carlo Methods290954262-XXStatistics [MSC 2020]VANC022998MF62G05Nonparametric estimation [MSC 2020]VANC029306MF62G08Nonparametric regression and quantile regression [MSC 2020]VANC029587MF62H12Estimation in multivariate analysis [MSC 2020]VANC021210MF62J10Analysis of variance and covariance (ANOVA) [MSC 2020]VANC026516MF62J12Generalized linear models (logistic models) [MSC 2020]VANC025019MF65-XXNumerical analysis [MSC 2020]VANC019772MF65C05Monte Carlo methods [MSC 2020]VANC020429MF68-XXComputer science [MSC 2020]VANC019670MFArtificial IntelligenceKW:KComputer GraphicsKW:KComputer visionKW:KData Driven Markov Chain Monte CarloKW:KEnergy Landscape MappingKW:KGibbs SamplerKW:KHamiltonian Monte CarloKW:KLangevin Monte CarloKW:KMachine learningKW:KMarkov Chain Monte CarloKW:KMetropolis-HastingsKW:KMonte Carlo MethodsKW:KSequential Monte CarloKW:KStochastic Gradient DescentKW:KSwendsen-Wang CutsKW:KSGSingaporeVANL000061BarbuAdrianVANV2044801002774ZhuSong-ChunVANV2044811254935Springer <editore>VANV108073650ITSOL20240906RICAhttp://doi.org/10.1007/978-981-13-2971-5E-book – Accesso al full-text attraverso riconoscimento IP di Ateneo, proxy e/o ShibbolethBIBLIOTECA DEL DIPARTIMENTO DI MATEMATICA E FISICAIT-CE0120VAN08NVAN00250212BIBLIOTECA DEL DIPARTIMENTO DI MATEMATICA E FISICA08CONS e-book 4978 08eMF4978 20220913 Monte Carlo Methods2909542UNICAMPANIA