Kshitij Khare - Publications, H-index & Citations

Kshitij Khare

State University System of Florida

16H指数

105论文数

855被引数

收录论文 12

发表时间

A Hybrid Scan Gibbs Sampler for Bayesian Models with Latent Variables 具有潜在变量的贝叶斯模型的混合扫描Gibbs采样器

STATISTICAL SCIENCE

IF3.4

2021-08-01

OAAI

Backlund, Grant; Hobert, James P.; Jung, Yeun Ji; Khare, Kshitij

STRONG SELECTION CONSISTENCY OF BAYESIAN VECTOR AUTOREGRESSIVE MODELS BASED ON A PSEUDO-LIKELIHOOD APPROACH

ANNALS OF STATISTICS

IF3.7

2021-06-01

PREAI

Ghosh, Satyajit; Khare, Kshitij; Michailidis, George

A scalable sparse Cholesky based approach for learning high-dimensional covariance matrices in ordered data

MACHINE LEARNING

IF2.9

2019-06-04

OAAI

Khare, Kshitij; Oh, Sang-Yun; Rahman, Syed; Rajaratnam, Bala

High-dimensional covariance estimation for Gaussian directed acyclic graph models with given order 给定阶的高斯有向无环图模型的高维协方差估计

WILEY INTERDISCIPLINARY REVIEWS-COMPUTATIONAL STATISTICS

IF5.4

2019-05-22

PREAI

Taylor, Jerome; Khare, Kshitij

POSTERIOR GRAPH SELECTION AND ESTIMATION CONSISTENCY FOR HIGH-DIMENSIONAL BAYESIAN DAG MODELS

ANNALS OF STATISTICS

IF3.7

2019-02-01

OAAI

Cao, Xuan; Khare, Kshitij; Ghosh, Malay

High-Dimensional Posterior Consistency in Bayesian Vector Autoregressive Models

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

IF3

2018-08-07

OAAI

Ghosh, Satyajit; Khare, Kshitij; Michailidis, George

Bayesian inference for Gaussian graphical models beyond decomposable graphs

JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY

IF3.6

2018-06-01

OAAI

Khare, Kshitij; Rajaratnam, Bala; Saha, Abhishek

A BAYESIAN APPROACH FOR ENVELOPE MODELS

ANNALS OF STATISTICS

IF3.7

2017-02-01

OAAI

Khare, Kshitij; Pal, Subhadip; Su, Zhihua

RasGRP1 promotes amphetamine-induced motor behavior through a Rhes interaction network (Rhesactome) in the striatum

SCIENCE SIGNALING

IF6.6

2016-11-15

OAAI

Shahani, Neelam; Swarnkar, Supriya; Giovinazzo, Vincenzo; Morgenweck, Jenny; Bohn, Laura M.; Scharager-Tapia, Catherina; Pascal, Bruce; Martinez-Acedo, Pablo; Khare, Kshitij; Subramaniam, Srinivasa

A convex pseudolikelihood framework for high dimensional partial correlation estimation with convergence guarantees

JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY

IF3.6

2014-09-26

102

OAAI

Khare, Kshitij; Oh, Sang-Yun; Rajaratnam, Bala

A SPECTRAL ANALYTIC COMPARISON OF TRACE-CLASS DATA AUGMENTATION ALGORITHMS AND THEIR SANDWICH VARIANTS

ANNALS OF STATISTICS

IF3.7

2011-10-01

OAAI

Khare, Kshitij; Hobert, James P.

Gibbs sampling, exponential families and orthogonal polynomials

STATISTICAL SCIENCE

IF3.4

2008-05-01

105

OAAI

Diaconis, Persi; Khare, Kshitij; Saloff-Coste, Laurent

研究方向