Vivekananda Roy

Publication Activity (10 Years)

Years Active: 2010-2023
Publications (10 Years): 8

Top Topics

Diabetic Retinopathy

Age Related Macular Degeneration

Variable Selection

Relevance Vector Machines

Top Venues

Stat. Anal. Data Min.

J. Comput. Graph. Stat.

J. Appl. Probab.

Publications

Dongjin Li, Somak Dutta, Vivekananda Roy
Model Based Screening Embedded Bayesian Variable Selection for Ultra-high Dimensional Settings. J. Comput. Graph. Stat. 32 (1) (2023)
Vivekananda Roy, Lijin Zhang
Convergence of Position-Dependent MALA with Application to Conditional Simulation in GLMMs. J. Comput. Graph. Stat. 32 (2) (2023)
Anand Dixit, Vivekananda Roy
Analyzing relevance vector machines using a single penalty approach. Stat. Anal. Data Min. 15 (2) (2022)
Run Wang, Somak Dutta, Vivekananda Roy
A note on marginal correlation based screening. Stat. Anal. Data Min. 14 (1) (2021)
Anand Dixit, Vivekananda Roy
Analyzing Relevance Vector Machines using a single penalty approach. CoRR (2021)
Xin Wang, Vivekananda Roy, Zhengyuan Zhu
A new algorithm to estimate monotone nonparametric link functions and a comparison with parametric approach. Stat. Comput. 28 (5) (2018)
Vivekananda Roy
Improving efficiency of data augmentation algorithms using Peskun's theorem. Comput. Stat. 31 (2) (2016)
Krishna B. Athreya, Vivekananda Roy
Estimation of integrals with respect to infinite measures using regenerative sequences. J. Appl. Probab. 52 (4) (2015)
Vivekananda Roy
Efficient estimation of the link function parameter in a robust Bayesian binary regression model. Comput. Stat. Data Anal. 73 (2014)
Vivekananda Roy, James P. Hobert
On Monte Carlo methods for Bayesian multivariate regression models with heavy-tailed errors. J. Multivar. Anal. 101 (5) (2010)