54

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
55

Posterior Convergence Rates of Dirichlet Mixtures at Smooth Densities

Subhashis Ghosal and Aad van der Vaart
Journal:
The Annals of Statistics
Year:
2007
Language:
english
File:
PDF, 1.90 MB
english, 2007
56

Testing Monotonicity of Regression

Subhashis Ghosal, Arusharka Sen and Aad W. van der Vaart
Journal:
The Annals of Statistics
Year:
2000
Language:
english
File:
PDF, 2.09 MB
english, 2000
58

Bayesian Consistency for Markov Processes

Subhashis Ghosal and Yongqiang Tang
Journal:
Sankhya
Year:
2006
Language:
english
File:
PDF, 1004 KB
english, 2006
60

Forward selection and estimation in high dimensional single index models

Luo, Shikai, Ghosal, Subhashis
Journal:
Statistical Methodology
Year:
2016
Language:
english
File:
PDF, 406 KB
english, 2016
61

Discussion of “Frequentist coverage of adaptive nonparametric Bayesian credible sets”

Ghosal, Subhashis
Journal:
The Annals of Statistics
Year:
2015
Language:
english
File:
PDF, 99 KB
english, 2015
63

Reference priors for exponential families with increasing dimension

Clarke, Bertrand, Ghosal, Subhashis
Journal:
Electronic Journal of Statistics
Year:
2010
Language:
english
File:
PDF, 462 KB
english, 2010
66

Adaptive Bayesian density regression for high-dimensional data

Shen, Weining, Ghosal, Subhashis
Journal:
Bernoulli
Year:
2016
Language:
english
File:
PDF, 251 KB
english, 2016
67

Bayesian quantile regression using random B-spline series prior

Das, Priyam, Ghosal, Subhashis
Journal:
Computational Statistics & Data Analysis
Year:
2017
Language:
english
File:
PDF, 2.16 MB
english, 2017
68

Convergence rates of posterior distributions for noniid observations

Ghosal, Subhashis, van der Vaart, Aad
Journal:
The Annals of Statistics
Year:
2007
Language:
english
File:
PDF, 365 KB
english, 2007
69

Convergence rates of posterior distributions

Ghosal, Subhashis, Ghosh, Jayanta K., van der Vaart, Aad W.
Journal:
The Annals of Statistics
Year:
2000
Language:
english
File:
PDF, 228 KB
english, 2000
71

Fundamentals of Nonparametric Bayesian Inference || Inequalities and Estimates

Ghosal, Subhashis, van der Vaart, Aad
Year:
2017
Language:
english
File:
PDF, 127 KB
english, 2017
72

Fundamentals of Nonparametric Bayesian Inference || Consistency: Examples

Ghosal, Subhashis, van der Vaart, Aad
Year:
2017
Language:
english
File:
PDF, 368 KB
english, 2017
73

Fundamentals of Nonparametric Bayesian Inference || Polynomials, Splines and Wavelets

Ghosal, Subhashis, van der Vaart, Aad
Year:
2017
Language:
english
File:
PDF, 218 KB
english, 2017
74

Fundamentals of Nonparametric Bayesian Inference || Consistency: General Theory

Ghosal, Subhashis, van der Vaart, Aad
Year:
2017
Language:
english
File:
PDF, 471 KB
english, 2017
75

Fundamentals of Nonparametric Bayesian Inference || Hypothesis Tests

Ghosal, Subhashis, van der Vaart, Aad
Year:
2017
Language:
english
File:
PDF, 250 KB
english, 2017
76

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
77

Fundamentals of Nonparametric Bayesian Inference || Preface

Ghosal, Subhashis, van der Vaart, Aad
Year:
2017
Language:
english
File:
PDF, 95 KB
english, 2017
78

Fundamentals of Nonparametric Bayesian Inference || Miscellaneous Results

Ghosal, Subhashis, van der Vaart, Aad
Year:
2017
Language:
english
File:
PDF, 120 KB
english, 2017
80

Fundamentals of Nonparametric Bayesian Inference || Completely Random Measures

Ghosal, Subhashis, van der Vaart, Aad
Year:
2017
Language:
english
File:
PDF, 248 KB
english, 2017
81

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
82

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
83

Fundamentals of Nonparametric Bayesian Inference || Elements of Empirical Processes

Ghosal, Subhashis, van der Vaart, Aad
Year:
2017
Language:
english
File:
PDF, 108 KB
english, 2017
84

Fundamentals of Nonparametric Bayesian Inference || Contraction Rates: Examples

Ghosal, Subhashis, van der Vaart, Aad
Year:
2017
Language:
english
File:
PDF, 488 KB
english, 2017
86

Fundamentals of Nonparametric Bayesian Inference || Dirichlet Process Mixtures

Ghosal, Subhashis, van der Vaart, Aad
Year:
2017
Language:
english
File:
PDF, 273 KB
english, 2017
88

Fundamentals of Nonparametric Bayesian Inference || Dirichlet Processes

Ghosal, Subhashis, van der Vaart, Aad
Year:
2017
Language:
english
File:
PDF, 472 KB
english, 2017
89

Fundamentals of Nonparametric Bayesian Inference || Space of Probability Densities

Ghosal, Subhashis, van der Vaart, Aad
Year:
2017
Language:
english
File:
PDF, 197 KB
english, 2017
90

Fundamentals of Nonparametric Bayesian Inference || References

Ghosal, Subhashis, van der Vaart, Aad
Year:
2017
Language:
english
File:
PDF, 141 KB
english, 2017
92

Fundamentals of Nonparametric Bayesian Inference || Gaussian Process Priors

Ghosal, Subhashis, van der Vaart, Aad
Year:
2017
Language:
english
File:
PDF, 601 KB
english, 2017
93

Fundamentals of Nonparametric Bayesian Inference || Gaussian Processes

Ghosal, Subhashis, van der Vaart, Aad
Year:
2017
Language:
english
File:
PDF, 252 KB
english, 2017
94

Fundamentals of Nonparametric Bayesian Inference || Space of Probability Measures

Ghosal, Subhashis, van der Vaart, Aad
Year:
2017
Language:
english
File:
PDF, 161 KB
english, 2017
97

Nonparametric Bayesian model selection and averaging

Ghosal, Subhashis, Lember, Jüri, van der Vaart, Aad
Journal:
Electronic Journal of Statistics
Year:
2008
Language:
english
File:
PDF, 354 KB
english, 2008
98

polynomials

Ghosal, Subhashis
Journal:
The Annals of Statistics
Year:
2001
Language:
english
File:
PDF, 150 KB
english, 2001
99

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
100

Bayesian detection of image boundaries

Li, Meng, Ghosal, Subhashis
Journal:
The Annals of Statistics
Year:
2017
Language:
english
File:
PDF, 2.53 MB
english, 2017