1

Importance sampling: a review

Year:
2010
Language:
english
File:
PDF, 129 KB
english, 2010
2

Bayesian Analysis of Dynamic Linear Topic Models

Year:
2018
Language:
english
File:
PDF, 23.21 MB
english, 2018
4

Bayesian Latent Factor Regression for Functional and Longitudinal Data

Year:
2012
Language:
english
File:
PDF, 699 KB
english, 2012
5

Posterior Consistency of Dirichlet Location-Scale Mixture of Normals in Density Estimation and Regression

Year:
2006
Language:
english
File:
PDF, 1.44 MB
english, 2006
6

Efficient Gaussian process regression for large datasets

Year:
2013
Language:
english
File:
PDF, 159 KB
english, 2013
10

Simultaneous Linear Quantile Regression: A Semiparametric Bayesian Approach

Year:
2012
Language:
english
File:
PDF, 780 KB
english, 2012
13

Computer Emulation with Nonstationary Gaussian Processes

Year:
2016
Language:
english
File:
PDF, 2.59 MB
english, 2016
14

Consistency of a recursive estimate of mixing distributions

Year:
2009
Language:
english
File:
PDF, 674 KB
english, 2009
15

Adaptive Bayesian multivariate density estimation with Dirichlet mixtures

Year:
2013
Language:
english
File:
PDF, 277 KB
english, 2013
17

A nonparametric empirical Bayes framework for large-scale multiple testing

Year:
2012
Language:
english
File:
PDF, 212 KB
english, 2012
18

Posterior consistency in conditional distribution estimation

Year:
2013
Language:
english
File:
PDF, 511 KB
english, 2013
23

Consistency of a Recursive Estimate of Mixing Distributions

Year:
2009
Language:
english
File:
PDF, 1.79 MB
english, 2009
28

Semiparametric inference in mixture models with predictive recursion marginal likelihood

Year:
2011
Language:
english
File:
PDF, 294 KB
english, 2011
30

Minimax-optimal nonparametric regression in high dimensions

Year:
2015
Language:
english
File:
PDF, 266 KB
english, 2015