Keywords: غیر پارامترهای بیزی; Ambiguous speech recognition; Bayesian nonparametrics; Lexical acquisition; Place categorization; Spatial concept acquisition; Unsupervised word segmentation;
مقالات ISI غیر پارامترهای بیزی (ترجمه نشده)
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Keywords: غیر پارامترهای بیزی; Bayesian nonparametrics; Common effects; Credibility models; Experience ratemaking; MCMC and Polya tree process;
Keywords: غیر پارامترهای بیزی; Exchangeability; Partial exchangeability; Reinforced processes; Spreadability; Limit theorems; Prediction; Bayesian nonparametrics;
Keywords: غیر پارامترهای بیزی; Binary classification; Graph; Bayesian nonparametrics;
Bayesian prediction with multiple-samples information
Keywords: غیر پارامترهای بیزی; 62F15; 60G57; 62G05; Bayesian nonparametrics; Hierarchical processes; Partial exchangeability; Prediction; Pitman-Yor process; Species sampling models;
Keywords: غیر پارامترهای بیزی; Bayesian nonparametrics; Stochastic optimization; Maintenance optimization; Markov chain Monte Carlo;
Keywords: غیر پارامترهای بیزی; Bayesian nonparametrics; Completely random measures; Hazard mixture models; Median survival time; Moment-based approximations; Survival analysis
Keywords: غیر پارامترهای بیزی; Gaussian process; Prior near-ignorance; Nonparametric regression; Hypothesis testing; Bayesian nonparametrics;
Keywords: غیر پارامترهای بیزی; Bayesian nonparametrics; Ewens–Pitman sampling model; Partial exchangeability; Shared species richness; Species sampling problem; Two parameter Poisson–Dirichlet process; Urn sampling scheme
Keywords: غیر پارامترهای بیزی; Simplex; Random Bernstein polynomials; Dirichlet process; Bayesian nonparametrics
Keywords: غیر پارامترهای بیزی; Finance; Bayesian nonparametrics; Dirichlet process mixtures; GARCH models; Risk management; Value at risk
Keywords: غیر پارامترهای بیزی; Bayesian nonparametrics; Dependent process; Dirichlet process; Generalized Pólya urn scheme; Mixture models; Normalized Ï-stable process; Partially exchangeable random partition;
Keywords: غیر پارامترهای بیزی; Bayesian nonparametrics; Gaussian process; Kernel stick breaking process; Probit model; Spatio-temporal process;
Infinite hidden markov switching VARs with application to macroeconomic forecast
Keywords: غیر پارامترهای بیزی; Bayesian nonparametrics; Forecasting; Markov switching; Precision; Sparse;
Bayesian nonparametric system reliability using sets of priors
Keywords: غیر پارامترهای بیزی; System reliability; Survival signature; Imprecise probability; Bayesian nonparametrics; Prior-data conflict;
Unsupervised Linear Discriminant Analysis for Supporting DPGMM Clustering in the Zero Resource Scenario
Keywords: غیر پارامترهای بیزی; acoustic unit discovery; Bayesian nonparametrics; Dirichlet process; feature transformation; Gibbs sampling; unsupervised linear discriminant analysis; zero resource
Application of Bayesian nonparametric models to the uncertainty and sensitivity analysis of source term in a BWR severe accident
Keywords: غیر پارامترهای بیزی; Severe accident; Source term; Uncertainty analysis; Sensitivity analysis; Bayesian nonparametrics; Dirichlet process; Sobol' sensitivity index;
A Bayesian nonparametric approach for the analysis of multiple categorical item responses
Keywords: غیر پارامترهای بیزی; Bayesian nonparametrics; Cluster analysis; Multinomial probit model; Factor analysis; Learning analytics
Bernshteĭn–von Mises theorems for nonparametric function analysis via locally constant modelling: A unified approach
Keywords: غیر پارامترهای بیزی; Bayesian nonparametrics; Bernshteĭn–von Mises for windows; Function estimation; Locally constant; Step functions; Varying maximum likelihood
Bayesian nonparametric estimation of test equating functions with covariates
Keywords: غیر پارامترهای بیزی; Bayesian nonparametrics; Dependent Bernstein polynomials; Test equating;
Bayesian semiparametric analysis of short- and long-term hazard ratios with covariates
Keywords: غیر پارامترهای بیزی; Bayesian nonparametrics; Crossing hazards; Increasing additive process; Lévy-driven process; Latent variables; Survival analysis;
Estimating a semiparametric asymmetric stochastic volatility model with a Dirichlet process mixture
Keywords: غیر پارامترهای بیزی; C11; C14; C53; C58; Bayesian nonparametrics; Dirichlet process mixture; Leverage effect; Stochastic volatility;
Quantum annealing for Dirichlet process mixture models with applications to network clustering
Keywords: غیر پارامترهای بیزی; Quantum annealing; Dirichlet process; Stochastic optimization; Maximum a posteriori estimation; Bayesian nonparametrics
Posterior consistency in conditional distribution estimation
Keywords: غیر پارامترهای بیزی; 62G07; 62G20; 60K35; Asymptotics; Bayesian nonparametrics; Density regression; Dependent Dirichlet process; Large support; Probit stick-breaking process;
Hierarchical reinforced urn processes
Keywords: غیر پارامترهای بیزی; Partial exchangeability; Mixtures of Markov chains; Hoppe’s urn; Infinite hidden Markov models; Bayesian nonparametrics
Bayesian nonparametric mixed random utility models
Keywords: غیر پارامترهای بیزی; Mixed multinomial logit model; Stick-breaking priors; Bayesian nonparametrics
A Bayesian nonparametric causal model
Keywords: غیر پارامترهای بیزی; Bayesian nonparametrics; Causal inference; Observational studies
Bayesian nonparametric analysis of neuronal intensity rates
Keywords: غیر پارامترهای بیزی; Bayesian nonparametrics; Dependent Dirichlet process prior; Dirichlet process mixture models; Multiple experimental conditions; PSTH; Sensory motor neurons; Supplementary eye field;
Stick-breaking autoregressive processes
Keywords: غیر پارامترهای بیزی; C11; C14; C22; Bayesian nonparametrics; Dirichlet process; Poisson-Dirichlet process; Time-dependent nonparametrics;
Bayesian semiparametric stochastic volatility modeling
Keywords: غیر پارامترهای بیزی; Bayesian nonparametrics; Dirichlet process mixture prior; Markov chain Monte Carlo; Mixture models; Stochastic volatility;
A class of neutral to the right priors induced by superposition of beta processes
Keywords: غیر پارامترهای بیزی; Bayesian nonparametrics; Beta process; Beta-Stacy process; Completely random measures; Neutral to the right priors; Survival analysis; 62C10; 62G57;
On selecting a prior for the precision parameter of Dirichlet process mixture models
Keywords: غیر پارامترهای بیزی; Bayesian nonparametrics; Dirichlet process; Empirical Bayes; Mixture models; Model uncertainty; Objective prior
The Bernstein-von Mises theorem in semiparametric competing risks models
Keywords: غیر پارامترهای بیزی; 62F15; 62G20; Bayesian nonparametrics; Bernstein-von Mises theorem; Beta process; Cause-specific conditional probability; Competing risks; Semiparametric inference;
Bayesian nonparametric inference of stochastically ordered distributions, with Pólya trees and Bernstein polynomials
Keywords: غیر پارامترهای بیزی; Stochastic order; Bayesian nonparametrics; Polya tree prior; Bernstein polynomial prior
Bayesian bivariate survival estimation
Keywords: غیر پارامترهای بیزی; Bayesian nonparametrics; Beta processes; Bivariate survival; Inconsistency