Control variates for stochastic gradient MCMC
来源期刊:Statistics and ComputingDOI:10.1007/s11222-018-9826-2
Deep Gaussian mixture models
来源期刊:Statistics and ComputingDOI:10.1007/s11222-017-9793-z
Dynamic nested sampling: an improved algorithm for parameter estimation and evidence calculation
来源期刊:Statistics and ComputingDOI:10.1007/s11222-018-9844-0
A probabilistic model for the numerical solution of initial value problems
来源期刊:Statistics and ComputingDOI:10.1007/s11222-017-9798-7
Penalized estimation of directed acyclic graphs from discrete data
来源期刊:Statistics and ComputingDOI:10.1007/s11222-018-9801-y
Decision-making under uncertainty: using MLMC for efficient estimation of EVPPI
来源期刊:Statistics and ComputingDOI:10.1007/s11222-018-9835-1
Bayesian nonparametric spectral density estimation using B-spline priors
来源期刊:Statistics and ComputingDOI:10.1007/s11222-017-9796-9
Robust finite mixture modeling of multivariate unrestricted skew-normal generalized hyperbolic distributions
来源期刊:Statistics and ComputingDOI:10.1007/s11222-018-9815-5
Resample-smoothing of Voronoi intensity estimators
来源期刊:Statistics and ComputingDOI:10.1007/S11222-018-09850-0
Informed sub-sampling MCMC: approximate Bayesian inference for large datasets
来源期刊:Statistics and ComputingDOI:10.1007/s11222-018-9817-3
Langevin diffusions on the torus: estimation and applications
来源期刊:Statistics and ComputingDOI:10.1007/s11222-017-9790-2
Bayesian nonparametric clustering for large data sets
来源期刊:Statistics and ComputingDOI:10.1007/s11222-018-9803-9
Selection of sparse vine copulas in high dimensions with the Lasso
来源期刊:Statistics and ComputingDOI:10.1007/s11222-018-9807-5
Model-based clustering with sparse covariance matrices
来源期刊:Statistics and ComputingDOI:10.1007/S11222-018-9838-Y
Interpretable sparse SIR for functional data
来源期刊:Statistics and ComputingDOI:10.1007/s11222-018-9806-6
Quantifying uncertainty in transdimensional Markov chain Monte Carlo using discrete Markov models
来源期刊:Statistics and ComputingDOI:10.1007/s11222-018-9828-0
Double-Parallel Monte Carlo for Bayesian analysis of big data
来源期刊:Statistics and ComputingDOI:10.1007/S11222-017-9791-1
Structured priors for sparse probability vectors with application to model selection in Markov chains
来源期刊:Statistics and ComputingDOI:10.1007/S11222-019-09856-2
Learning causal structure from mixed data with missing values using Gaussian copula models
来源期刊:Statistics and ComputingDOI:10.1007/s11222-018-9810-x
Efficient construction of Bayes optimal designs for stochastic process models
来源期刊:Statistics and ComputingDOI:10.1007/s11222-018-9833-3
Rejection sampling for tempered Lévy processes
来源期刊:Statistics and ComputingDOI:10.1007/s11222-018-9822-6
Rank aggregation using latent-scale distance-based models
来源期刊:Statistics and ComputingDOI:10.1007/s11222-018-9811-9
Prior specification for binary Markov mesh models
来源期刊:Statistics and ComputingDOI:10.1007/s11222-018-9813-7
Laplace approximation and natural gradient for Gaussian process regression with heteroscedastic student-t model
来源期刊:Statistics and ComputingDOI:10.1007/s11222-018-9836-0
Antithetic and Monte Carlo kernel estimators for partial rankings
来源期刊:Statistics and ComputingDOI:10.1007/s11222-019-09859-z
Efficient sampling of conditioned Markov jump processes
来源期刊:Statistics and ComputingDOI:10.1007/S11222-019-09861-5
On an algorithm for solving Fredholm integrals of the first kind
来源期刊:Statistics and ComputingDOI:10.1007/s11222-018-9829-z
Importance sampling for partially observed temporal epidemic models
来源期刊:Statistics and ComputingDOI:10.1007/s11222-018-9827-1
Multilevel particle filters for Lévy-driven stochastic differential equations
来源期刊:Statistics and ComputingDOI:10.1007/S11222-018-9837-Z
An approximate fractional Gaussian noise model with $$\\mathcal {O}(n)$$O(n) computational cost
来源期刊:Statistics and ComputingDOI:10.1007/s11222-018-9843-1
A constrained regression model for an ordinal response with ordinal predictors
来源期刊:Statistics and ComputingDOI:10.1007/s11222-018-9842-2
Consistency of the maximum likelihood estimator in seasonal hidden Markov models
来源期刊:Statistics and ComputingDOI:10.1007/s11222-019-09854-4
The dynamic stochastic topic block model for dynamic networks with textual edges
来源期刊:Statistics and ComputingDOI:10.1007/S11222-018-9832-4
Exact MCMC with differentially private moves
来源期刊:Statistics and ComputingDOI:10.1007/S11222-018-9847-X
Generalized additive models with flexible response functions
来源期刊:Statistics and ComputingDOI:10.1007/s11222-017-9799-6
Inference for ETAS models with non-Poissonian mainshock arrival times
来源期刊:Statistics and ComputingDOI:10.1007/S11222-018-9845-Z
Randomized algorithms of maximum likelihood estimation with spatial autoregressive models for large-scale networks
来源期刊:Statistics and ComputingDOI:10.1007/S11222-019-09862-4
Anomaly and Novelty detection for robust semi-supervised learning
来源期刊:Statistics and ComputingDOI:10.1007/s11222-020-09959-1
Improving the efficiency and robustness of nested sampling using posterior repartitioning
来源期刊:Statistics and ComputingDOI:10.1007/s11222-018-9841-3
Latent mixture modeling for clustered data
来源期刊:Statistics and ComputingDOI:10.1007/s11222-018-9821-7
Sampling of pairs in pairwise likelihood estimation for latent variable models with categorical observed variables
来源期刊:Statistics and ComputingDOI:10.1007/s11222-018-9812-8
Orthant probabilities of elliptical distributions from orthogonal projections to subspaces
来源期刊:Statistics and ComputingDOI:10.1007/s11222-018-9808-4
Information preserving regression-based tools for statistical disclosure control
来源期刊:Statistics and ComputingDOI:10.1007/S11222-018-9848-9
Best linear estimation via minimization of relative mean squared error
来源期刊:Statistics and ComputingDOI:10.1007/s11222-017-9792-0
Computationally efficient Bayesian estimation of high-dimensional Archimedean copulas with discrete and mixed margins
来源期刊:Statistics and ComputingDOI:10.1007/S11222-018-9846-Y
Long memory estimation for complex-valued time series
来源期刊:Statistics and ComputingDOI:10.1007/s11222-018-9820-8
Selecting the tuning parameter in penalized Gaussian graphical models
来源期刊:Statistics and ComputingDOI:10.1007/s11222-018-9823-5
Asymptotic normality of extensible grid sampling
来源期刊:Statistics and ComputingDOI:10.1007/s11222-017-9794-y
Correction to: Multilevel particle filters for Lévy-driven stochastic differential equations
来源期刊:Statistics and ComputingDOI:10.1007/S11222-018-9839-X
Convergence analysis of herded-Gibbs-type sampling algorithms: effects of weight sharing
来源期刊:Statistics and ComputingDOI:10.1007/S11222-019-09852-6