000			04348cam a2200421Ii 4500
001			ocn910237218
003			OCoLC
005			20240726104727.0
008			150528t20152015flua ob 000 0 eng d
040			_aNT _beng _erda _epn _cNT _dNT _dCUS _dYDXCP _dIDEBK _dE7B _dEBLCP _dCDX _dDEBSZ _dCRCPR _dOSU
020			_a9781482235128 _q((electronic)l(electronic)ctronic)
050	0	4	_aQA279 _b.C877 2015
049			_aMAIN
245	1	0	_aCurrent trends in Bayesian methodology with applications /edited by Satyanshu Kumar Upadhyay, Umesh Singh, Dipak K. Dey, Appaia Loganathan.
260			_aBoca Raton, FL : _bCRC Pres, _c(c)2015.
300			_a1 online resource (xxxix, 640 pages) : _billustrations
336			_atext _btxt _2rdacontent
337			_acomputer _bc _2rdamedia
338			_aonline resource _bcr _2rdacarrier
347			_adata file _2rda
520	0		_aCollecting Bayesian material scattered throughout the literature, Current Trends in Bayesian Methodology with Applications examines the latest methodological and applied aspects of Bayesian statistics. The book covers biostatistics, econometrics, reliability and risk analysis, spatial statistics, image analysis, shape analysis, Bayesian computation, clustering, uncertainty assessment, high-energy astrophysics, neural networking, fuzzy information, objective Bayesian methodologies, empirical Bayes methods, small area estimation, and many more topics.Each chapter is self-contained and focuses on.
504			_a1
505	0	0	_aFront Cover; Contents; List of Figures; List of Tables; Preface; Foreword; List of Contributors; 1. Bayesian Inference on the Brain: Bayesian Solutions to Selected Problems in Neuroimaging; 2. Forecasting Indian Macroeconomic Variables Using Medium-Scale VAR Models; 3. Comparing Proportions: A Modern Solution to a Classical Problem; 4. Hamiltonian Monte Carlo for Hierarchical Models; 5. On Bayesian Spatio-Temporal Modeling of Oceanographic Climate Characteristics; 6. Sequential Bayesian Inference for Dynamic State Space Model Parameters
505	0	0	_a7. Bayesian Active Contours with Affine-Invariant Elastic Shape Prior8. Bayesian Semiparametric Longitudinal Data Modeling Using NI Densities; 9. Bayesian Factor Analysis Based on Concentration; 10. Regional Fertility Data Analysis: A Small Area Bayesian Approach; 11. In Search of Optimal Objective Priors for Model Selection and Estimation; 12. Bayesian Variable Selection for Predictively Optimal Regression; 13. Scalable Subspace Clustering with Application to Motion Segmentation; 14. Bayesian Inference for Logistic Regression Models Using Sequential Posterior Simulation
505	0	0	_a15. From Risk Analysis to Adversarial Risk Analysis16. Symmetric Power Link with Ordinal Response Model; 17. Elastic Prior Shape Models of 3D Objects for Bayesian Image Analysis; 18. Multi-State Models for Disease Natural History; 19. Priors on Hypergraphical Models via Simplicial Complexes; 20. A Bayesian Uncertainty Analysis for Nonignorable Nonresponse; 21. Stochastic Volatility and Realized Stochastic Volatility Models; 22. Monte Carlo Methods and Zero Variance Principle; 23. A Flexible Class of Reduced Rank Spatial Models for Large Non-Gaussian Dataset
505	0	0	_a24. A Bayesian Reweighting Technique for Small Area Estimation25. Empirical Bayes Methods for the Transformed Gaussian Random Field Model with Additive Measurement Errors; 26. Mixture Kalman Filters and Beyond; 27. Some Aspects of Bayesian Inference in Skewed Mixed Logistic Regression Models; 28. A Bayesian Analysis of the Solar Cycle Using Multiple Proxy Variables; 29. Fuzzy Information, Likelihood, Bayes' Theorem, and Engineering Application; 30. Bayesian Parallel Computation for Intractable Likelihood Using Griddy-Gibbs Sampler
530			_a2 _ub
650		0	_aBayesian statistical decision theory.
655		1	_aElectronic Books.
700	1		_aUpadhyay, Satyanshu K., _e5
700	1		_aSingh, Umesh, _e5
700	1		_aDey, Dipak, _e5
700	1		_aLoganathan, Appaia, _e5
856	4	0	_zClick to access digital title | log in using your CIU ID number and my.ciu.edu password. _uhttpss://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&db=nlabk&AN=996991&site=eds-live&custid=s3260518
942			_cOB _D _eEB _hQA. _m2015 _QOL _R _x _8NFIC _2LOC
994			_a92 _bNT
999			_c76230 _d76230
902			_a1 _bCynthia Snell _c1 _dCynthia Snell