1

Fundamentals of Nonparametric Bayesian Inference || Survival Analysis

Ghosal, Subhashis, van der Vaart, Aad
Year:
2017
Language:
english
File:
PDF, 506 KB
english, 2017
2

Convergence Rates of Posterior Distributions

Subhashis Ghosal, Jayanta K. Ghosh and Aad W. van der Vaart
Journal:
The Annals of Statistics
Year:
2000
Language:
english
File:
PDF, 2.28 MB
english, 2000
4

Fundamentals of Nonparametric Bayesian Inference || Introduction

Ghosal, Subhashis, van der Vaart, Aad
Year:
2017
Language:
english
File:
PDF, 136 KB
english, 2017
5

Bayesian variable selection in generalized additive partial linear models

Banerjee, Sayantan, Ghosal, Subhashis
Journal:
Stat
Year:
2014
Language:
english
File:
PDF, 159 KB
english, 2014
6

Fundamentals of Nonparametric Bayesian Inference || Inverse-Gaussian Distribution

Ghosal, Subhashis, van der Vaart, Aad
Year:
2017
Language:
english
File:
PDF, 81 KB
english, 2017
8

On Convergence of Posterior Distributions

Subhashis Ghosal, Jayanta K. Ghosh and Tapas Samanta
Journal:
The Annals of Statistics
Year:
1995
Language:
english
File:
PDF, 776 KB
english, 1995
10

Bayesian Clustering of Functional Data Using Local Features

Suarez, Adam Justin, Ghosal, Subhashis
Journal:
Bayesian Analysis
Year:
2016
Language:
english
File:
PDF, 1.24 MB
english, 2016
12

Bayesian Multiscale Smoothing of Gaussian Noised Images

Li, Meng, Ghosal, Subhashis
Journal:
Bayesian Analysis
Year:
2014
Language:
english
File:
PDF, 3.73 MB
english, 2014
13

Fundamentals of Nonparametric Bayesian Inference || Discrete Random Structures

Ghosal, Subhashis, van der Vaart, Aad
Year:
2017
Language:
english
File:
PDF, 1.09 MB
english, 2017
16

Probability Matching Priors for Non-Regular Cases

Subhashis Ghosal
Journal:
Biometrika
Year:
1999
Language:
english
File:
PDF, 676 KB
english, 1999
17

Bayesian Estimation of Principal Components for Functional Data

Suarez, Adam J., Ghosal, Subhashis
Journal:
Bayesian Analysis
Year:
2017
Language:
english
File:
PDF, 785 KB
english, 2017
18

Convergence Rates for Density Estimation with Bernstein Polynomials

Subhashis Ghosal
Journal:
The Annals of Statistics
Year:
2001
Language:
english
File:
PDF, 1.53 MB
english, 2001
19

Convergence Rates of Posterior Distributions for Noniid Observations

Subhashis Ghosal and Aad van der Vaart
Journal:
The Annals of Statistics
Year:
2007
Language:
english
File:
PDF, 2.40 MB
english, 2007
22

Fundamentals of Nonparametric Bayesian Inference || Miscellaneous Results

Ghosal, Subhashis, van der Vaart, Aad
Year:
2017
Language:
english
File:
PDF, 120 KB
english, 2017
23

Fundamentals of Nonparametric Bayesian Inference || Priors on Function Spaces

Ghosal, Subhashis, van der Vaart, Aad
Year:
2017
Language:
english
File:
PDF, 218 KB
english, 2017
26

Fundamentals of Nonparametric Bayesian Inference || References

Ghosal, Subhashis, van der Vaart, Aad
Year:
2017
Language:
english
File:
PDF, 141 KB
english, 2017
28

Multivariate Gaussian network structure learning

Du, Xingqi, Ghosal, Subhashis
Journal:
Journal of Statistical Planning and Inference
Year:
2018
Language:
english
File:
PDF, 915 KB
english, 2018
30

Predicting False Discovery Proportion Under Dependence

Ghosal, Subhashis, Roy, Anindya
Journal:
Journal of the American Statistical Association
Year:
2011
Language:
english
File:
PDF, 230 KB
english, 2011
31

Bayesian ROC curve estimation under verification bias

Gu, Jiezhun, Ghosal, Subhashis, Kleiner, David E.
Journal:
Statistics in Medicine
Year:
2014
Language:
english
File:
PDF, 340 KB
english, 2014
32

Fundamentals of Nonparametric Bayesian Inference || Dirichlet Processes

Ghosal, Subhashis, van der Vaart, Aad
Year:
2017
Language:
english
File:
PDF, 472 KB
english, 2017
36

Fundamentals of Nonparametric Bayesian Inference || Dirichlet Process Mixtures

Ghosal, Subhashis, van der Vaart, Aad
Year:
2017
Language:
english
File:
PDF, 273 KB
english, 2017
37

Bayesian two-step estimation in differential equation models

Bhaumik, Prithwish, Ghosal, Subhashis
Journal:
Electronic Journal of Statistics
Year:
2015
Language:
english
File:
PDF, 379 KB
english, 2015
39

Adaptive Bayesian Procedures Using Random Series Priors

Shen, Weining, Ghosal, Subhashis
Journal:
Scandinavian Journal of Statistics
Year:
2015
Language:
english
File:
PDF, 307 KB
english, 2015
40

Fundamentals of Nonparametric Bayesian Inference || Consistency: General Theory

Ghosal, Subhashis, van der Vaart, Aad
Year:
2017
Language:
english
File:
PDF, 471 KB
english, 2017
42

Fundamentals of Nonparametric Bayesian Inference || Consistency: Examples

Ghosal, Subhashis, van der Vaart, Aad
Year:
2017
Language:
english
File:
PDF, 368 KB
english, 2017
43

Fast Translation Invariant Multiscale Image Denoising

Li, Meng, Ghosal, Subhashis
Journal:
IEEE Transactions on Image Processing
Year:
2015
Language:
english
File:
PDF, 3.94 MB
english, 2015
45

Fundamentals of Nonparametric Bayesian Inference || Contraction Rates: General Theory

Ghosal, Subhashis, van der Vaart, Aad
Year:
2017
Language:
english
File:
PDF, 493 KB
english, 2017
46

Fundamentals of Nonparametric Bayesian Inference || Contraction Rates: Examples

Ghosal, Subhashis, van der Vaart, Aad
Year:
2017
Language:
english
File:
PDF, 488 KB
english, 2017
48

Fundamentals of Nonparametric Bayesian Inference || Adaptation and Model Selection

Ghosal, Subhashis, van der Vaart, Aad
Year:
2017
Language:
english
File:
PDF, 474 KB
english, 2017
50

Nonparametric Bayesian Estimation of Positive False Discovery Rates

Yongqiang Tang, Subhashis Ghosal and Anindya Roy
Journal:
Biometrics
Year:
2007
Language:
english
File:
PDF, 1.52 MB
english, 2007