Pietro Mantovan,
Piercesare Secchi
Complex Data Modeling and Computationally Intensive Statistical Methods
Paperback Engels 2016 9788847058064
Verwachte levertijd ongeveer 9 werkdagen
Samenvatting
Selected from the conference "S.Co.2009: Complex Data Modeling and Computationally Intensive Methods for Estimation and Prediction," these 20 papers cover the latest in statistical methods and computational techniques for complex and high dimensional datasets.
Specificaties
ISBN13:9788847058064
Taal:Engels
Bindwijze:paperback
Uitgever:Springer Milan
Lezersrecensies
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Inhoudsopgave
Space-time texture analysis in thermal infrared imaging for classification of Raynaud’s Phenomenon.- Mixed-effects modelling of Kevlar fibre failure times through Bayesian non-parametrics.- Space filling and locally optimal designs for Gaussian Universal Kriging.- Exploitation, integration and statistical analysis of the Public Health Database and STEMI Archive in the Lombardia region.- Bootstrap algorithms for variance estimation in ?PS sampling.- Fast Bayesian functional data analysis of basal body temperature.- A parametric Markov chain to model age- and state-dependent wear processes.- Case studies in Bayesian computation using INLA.- A graphical models approach for comparing gene sets.- Predictive densities and prediction limits based on predictive likelihoods.- Computer-intensive conditional inference.- Monte Carlo simulation methods for reliability estimation and failure prognostics.
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