Keywords: نمونه گیبس; C34; E58; F31; Foreign exchange intervention; Exchange rate policy; China; Tobit models; Gibbs sampling;
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Keywords: نمونه گیبس; Bayesian binary regression; Gibbs sampling; Latent variables; Parkinson’s disease; Speech recordings; Voice features
Keywords: نمونه گیبس; Bayesian linear regression; Gibbs sampling; Injection shift factors; Measurement data; Probabilistic estimation
Keywords: نمونه گیبس; Burn-in; Degradation model; Gibbs sampling; Hierarchical Bayesian model; Reliability
Keywords: نمونه گیبس; Remaining useful life estimation; Non-homogeneous gamma process; Gibbs sampling; Monitoring; Condition-based maintenance; Preventive maintenance
MTDE: Multi-typed data embedding in heterogeneous networks
Keywords: نمونه گیبس; Non-Gaussian distribution; Unsupervised learning; Embedding; Heterogeneous networks; Gibbs sampling;
Gibbs sampling on large lattice with GMRF
Keywords: نمونه گیبس; Gibbs sampling; Gaussian Markov random fields; GMRF; Truncated Gaussian; Category field;
Bayesian state-space modeling in gene expression data analysis: An application with biomarker prediction
Keywords: نمونه گیبس; Gene expression prediction; MCMC Algorithm; Gibbs sampling; Variance covariance structure;
Infinite Bayesian one-class support vector machine based on Dirichlet process mixture clustering
Keywords: نمونه گیبس; Dirichlet process mixture; One-class classifiers; One-class support vector machine; Gibbs sampling;
Estimating bayesian networks parameters using EM and Gibbs sampling
Keywords: نمونه گیبس; BNs parameters estimation; EM algorithm; Gibbs sampling;
A Bayesian procedure for evaluating the frequency of calibration factor updates in highway safety manual (HSM) applications
Keywords: نمونه گیبس; Highway Safety Manual; Calibration factor; Bayesian estimation; Marcov chain Monte Carlo; Gibbs sampling; Region of practical equivalence;
Objective Bayesian analysis of JM model in software reliability
Keywords: نمونه گیبس; Software reliability; Objective Bayesian analysis; Jeffreys prior; Reference prior; Probability matching prior; Gibbs sampling;
A new Dirichlet process for mining dynamic patterns in functional data
Keywords: نمونه گیبس; Dynamic clustering; Segmentation; Forecasting; Bayesian non-parametric; Dependent Dirichlet process regression mixture; Expectation-Maximization; Gibbs sampling;
Unsupervised Linear Discriminant Analysis for Supporting DPGMM Clustering in the Zero Resource Scenario
Keywords: نمونه گیبس; acoustic unit discovery; Bayesian nonparametrics; Dirichlet process; feature transformation; Gibbs sampling; unsupervised linear discriminant analysis; zero resource
Bayesian estimation of Karhunen-Loève expansions; A random subspace approach
Keywords: نمونه گیبس; Karhunen-Loève expansion; Principal Component Analysis; Uncertainty quantification; Bayesian inference; Matrix Bingham density; Gibbs sampling; Markov chain Monte Carlo;
Income inequality decomposition using a finite mixture of log-normal distributions: A Bayesian approach
Keywords: نمونه گیبس; Income distribution; Log-normal distribution; Inequality decomposition; Mixture models; Gibbs sampling; Label switching;
Bayesian inference of Weibull distribution based on left truncated and right censored data
Keywords: نمونه گیبس; Fisher information matrix; Maximum likelihood estimators; Gibbs sampling; Prior distribution; Posterior analysis; Credible intervals;
Geometric ergodicity of random scan Gibbs samplers for hierarchical one-way random effects models
Keywords: نمونه گیبس; 60J05; 60J22; 65C40; 62F15; Markov chain Monte Carlo; Convergence; Gibbs sampling; Geometric ergodicity; One-way random effects;
Equivariant minimax dominators of the MLE in the array normal model
Keywords: نمونه گیبس; 62H12; 62C20; 62F10; 62F15Bayesian estimation; Covariance estimation; Gibbs sampling; Stein’s loss; Tensor data
Bayesian learning of finite generalized inverted Dirichlet mixtures: Application to object classification and forgery detection
Keywords: نمونه گیبس; Finite mixtures; Generalized inverted Dirichlet; Bayesian inference; BIC; Model selection; Gibbs sampling; Object classification; Forgery detection
Estimation and application for a new extended Weibull distribution
Keywords: نمونه گیبس; Extended Weibull distribution; Hazard rate function; Parameter estimation; Gibbs sampling;
Inference for accelerated competing failure models from Weibull distribution under Type-I progressive hybrid censoring
Keywords: نمونه گیبس; 62N05; 62F10; Constant-stress accelerated competing failure model; Type-I progressive hybrid censoring; Gibbs sampling; Adaptive rejection sampling;
A hierarchical Bayes model for biomarker subset effects in clinical trials
Keywords: نمونه گیبس; Biomarker; Clinical trials; Gibbs sampling; Hierarchical Bayes model; Markov Chain Monte Carlo; Survival analysis; Subset treatment effect;
Sequential beat-to-beat P and T wave delineation and waveform estimation in ECG signals: Block Gibbs sampler and marginalized particle filter
Keywords: نمونه گیبس; ECG P and T wave delineation; Bayesian inference; Beat-to-beat analysis; Sequential Monte Carlo methods; Gibbs sampling; Marginalized particle filter
Inverse transport problem of estimating point-like source using a Bayesian parametric method with MCMC
Keywords: نمونه گیبس; Bayesian parametric estimation; Gibbs sampling; Metropolis-Hastings; Point-like source; Groundwater pollution
The relationship between temperature-humidity index and test-day milk yield of Iranian Holstein dairy cattle using random regression model
Keywords: نمونه گیبس; Genetic parameters; Gibbs sampling; Heat stress; Heritability
Robust adaptive beamforming using a Bayesian steering vector error model
Keywords: نمونه گیبس; Robust adaptive beamforming; Bayesian estimation; Bingham distribution; Gibbs sampling
Objective Bayesian analysis for bivariate Marshall–Olkin exponential distribution
Keywords: نمونه گیبس; Marshall–Olkin exponential distribution; Reference prior; Objective Bayesian analysis; Gibbs sampling; Matching prior
Visual tracking by proto-objects
Keywords: نمونه گیبس; Tracking; Proto-object; Saliency; Gibbs sampling; Bayesian
Simultaneous Bayesian clustering and feature selection using RJMCMC-based learning of finite generalized Dirichlet mixture models
Keywords: نمونه گیبس; Clustering; Finite mixture models; Generalized Dirichlet; Feature selection; Bayesian analysis; RJMCMC; Gibbs sampling; Metropolis–Hastings; Video categorization; Pedestrian detection; Face recognition
Bayesian estimation of order-restricted and unrestricted association models
Keywords: نمونه گیبس; 62F15; 62H20; 62J12; 62P15Association models; Contingency table; Exchangeability assumption; Generalized multivariate log-gamma distribution; Gibbs sampling; Order statistics; Score; Uniform association
Deterioration model filtering by Gibbs algorithm and RUL estimation
Keywords: نمونه گیبس; Gamma process; deterioration model; Gibbs sampling; RUL estimation; Prognosis
Infinite Liouville mixture models with application to text and texture categorization
Keywords: نمونه گیبس; Liouville family of distributions; Infinite mixture models; Proportional data; Nonparametric Bayesian inference; MCMC; Gibbs sampling
Label-dependent node classification in the network
Keywords: نمونه گیبس; Classification; Node classification; Label-dependent classification; Label-dependent features; Collective classification; Classification in networks; LDBootstrapping; LDGibbs; Bootstrapping; Gibbs sampling
Bayesian estimation approaches to first-price auctions
Keywords: نمونه گیبس; C11; C13; Posterior distribution; Bidding strategy; Markov Chain Monte Carlo; Stochastic frontier; Gibbs sampling;
Model selection in binary and tobit quantile regression using the Gibbs sampler
Keywords: نمونه گیبس; Binary quantile regression; Asymmetric Laplace distribution; Bayesian model selection; Gibbs sampling; Tobit quantile regression
Bayesian nonlinear regression for large pp small nn problems
Keywords: نمونه گیبس; 62J02; 62M20; 62H99; 62G08; 62F15Bayesian hierarchical model; Empirical Bayes; Gibbs sampling; Markov chain Monte Carlo; Metropolis–Hastings algorithm; Near infrared spectroscopy; Relevance vector machine; Reproducing kernel Hilbert space; Support vector
Generalized Gaussian mixture models as a nonparametric Bayesian approach for clustering using class-specific visual features
Keywords: نمونه گیبس; Mixture models; Generalized Gaussian; Feature selection; Nonparametric Bayes; MCMC; Gibbs sampling; Photographic; Painting; Segmentation; Infrared images
A Bayesian generalized multiple group IRT model with model-fit assessment tools
Keywords: نمونه گیبس; Multiple groups; Gibbs sampling; Posterior; Predictive checking; Bayesian residual analysis
Some results on the truncated multivariate t distribution
Keywords: نمونه گیبس; Auxiliary variable; Gibbs sampling; Slice sampling; Truncated normal distribution; Truncated t distribution; Uniform distribution
Inference for the Weibull distribution with progressive hybrid censoring
Keywords: نمونه گیبس; Gibbs sampling; Lindley’s approximation; Markov Chain Monte Carlo method; Metropolis–Hastings algorithm; Tierney–Kadane’s approximation
Genetic associations of conformation, finishing precocity and muscling visual scores with mature weight in Nelore cattle
Keywords: نمونه گیبس; Bayesian inference; Beef cattle; Gibbs sampling; Productive traits
Objective Bayesian analysis of accelerated competing failure models under Type-I censoring
Keywords: نمونه گیبس; Objective Bayes; Weibull distribution; Competing failure; Reference prior; Gibbs sampling
Bayesian multiscale smoothing in supervised and semi-supervised kernel discriminant analysis
Keywords: نمونه گیبس; Bayes risk; Gibbs sampling; Kernel density estimation; Misclassification rate; Markov chain Monte Carlo; Non-informative prior; Transductive learning
Simulation of climatic series with nonstationary trends and periodicities
Keywords: نمونه گیبس; Rainfall; Rainfall simulation; Gibbs sampling; Trend; Periodicity; Fourier analysis
Bayesian multivariate Poisson models for insurance ratemaking
Keywords: نمونه گیبس; IM11; IB40; C51; Multivariate Poisson regression models; Zero-inflated models; Automobile insurance; MCMC inference; Gibbs sampling;
Inferences on Weibull parameters with conventional type-I censoring
Keywords: نمونه گیبس; Maximum likelihood estimators; Approximate maximum likelihood estimators; Type-I censoring; Asymptotic distribution; Gibbs sampling; Monte Carlo simulation
Bayesian inference in a sample selection model
Keywords: نمونه گیبس; C11; C14; C15; C34; Sample selection; Gibbs sampling; Mixture distributions; Dirichlet process;
On a multivariate log-gamma distribution and the use of the distribution in the Bayesian analysis
Keywords: نمونه گیبس; Contingency table; Correlation; Gibbs sampling; Log-linear model; Multivariate gamma distribution; Symmetry model; Multivariate Gumbel distribution
Consistency of Bayesian linear model selection with a growing number of parameters
Keywords: نمونه گیبس; Bayesian model selection; Growing number of parameters; Posterior model consistency; Consistency of Bayes factor; Consistency of posterior odds ratio; g-priors; Gibbs sampling;