Jyotishka Datta

About Jyotishka Datta

Jyotishka Datta, With an exceptional h-index of 15 and a recent h-index of 15 (since 2020), a distinguished researcher at Virginia Polytechnic Institute and State University, specializes in the field of Bayesian inference, sparse signal recovery, Bayesian nonparametrics, machine learning, high-dimensional data..

His recent articles reflect a diverse array of research interests and contributions to the field:

Nonparametric Bayes multiresolution testing for high-dimensional rare events

Poison ivy (Toxicodendron radicans) leaf shape variability: Why plant avoidance‐by‐identification recommendations likely do not substantially reduce poison ivy …

Precision matrix estimation under the horseshoe-like prior–penalty dual

Maximum a Posteriori Estimation in Graphical Models Using Local Linear Approximation

Group inverse-gamma gamma shrinkage for sparse linear models with block-correlated regressors

Paradoxes

Comparative impact assessment of COVID-19 policy interventions in five South Asian countries using reported and estimated unreported death counts during 2020-2021

Quantifying the effect of socio-economic predictors and the built environment on mental health events in Little Rock, AR

Jyotishka Datta Information

University

Position

Assistant Professor

Citations(all)

2228

Citations(since 2020)

1894

Cited By

1172

hIndex(all)

15

hIndex(since 2020)

15

i10Index(all)

20

i10Index(since 2020)

19

Email

University Profile Page

Google Scholar

Jyotishka Datta Skills & Research Interests

Bayesian inference

sparse signal recovery

Bayesian nonparametrics

machine learning

high-dimensional data.

Top articles of Jyotishka Datta

Nonparametric Bayes multiresolution testing for high-dimensional rare events

Journal of Nonparametric Statistics

2024/2/2

Jyotishka Datta
Jyotishka Datta

H-Index: 12

Poison ivy (Toxicodendron radicans) leaf shape variability: Why plant avoidance‐by‐identification recommendations likely do not substantially reduce poison ivy …

Plants, People, Planet

2024/1

Precision matrix estimation under the horseshoe-like prior–penalty dual

Electronic Journal of Statistics

2024

Jyotishka Datta
Jyotishka Datta

H-Index: 12

Anindya Bhadra
Anindya Bhadra

H-Index: 13

Maximum a Posteriori Estimation in Graphical Models Using Local Linear Approximation

arXiv preprint arXiv:2303.06914

2023/3/13

Jyotishka Datta
Jyotishka Datta

H-Index: 12

Anindya Bhadra
Anindya Bhadra

H-Index: 13

Group inverse-gamma gamma shrinkage for sparse linear models with block-correlated regressors

Bayesian Analysis

2023/1

Paradoxes

2023/12/29

Jyotishka Datta
Jyotishka Datta

H-Index: 12

Comparative impact assessment of COVID-19 policy interventions in five South Asian countries using reported and estimated unreported death counts during 2020-2021

PLOS Global Public Health

2023/12/27

Quantifying the effect of socio-economic predictors and the built environment on mental health events in Little Rock, AR

ISPRS International Journal of Geo-Information

2023/5/18

Quantile Importance Sampling

arXiv preprint arXiv:2305.03158

2023/5/4

Jyotishka Datta
Jyotishka Datta

H-Index: 12

Innovative data in communities and crime research: An example at the intersection of racial segregation, neighborhood permeability, and crime

Journal of Crime and Justice

2022/10/20

Grant Drawve
Grant Drawve

H-Index: 15

Jyotishka Datta
Jyotishka Datta

H-Index: 12

Extending the susceptible‐exposed‐infected‐removed (SEIR) model to handle the false negative rate and symptom‐based administration of COVID‐19 diagnostic tests: SEIR‐fansy

Statistics in medicine

2022/6/15

Graphical evidence

arXiv preprint arXiv:2205.01016

2022/5/2

Anindya Bhadra
Anindya Bhadra

H-Index: 13

Jyotishka Datta
Jyotishka Datta

H-Index: 12

Inverse Probability Weighting: from Survey Sampling to Evidence Estimation

arXiv preprint arXiv:2204.14121

2022/4/29

Jyotishka Datta
Jyotishka Datta

H-Index: 12

Correlation of ATP7B gene mutations with clinical phenotype and radiological features in Indian Wilson disease patients

Acta Neurologica Belgica

2022/2/1

Jyotishka Datta
Jyotishka Datta

H-Index: 12

Avijit Hazra
Avijit Hazra

H-Index: 7

Understanding racial disparities in severe maternal morbidity using Bayesian network analysis

Plos one

2021/10/27

Merging two cultures: deep and statistical learning

arXiv preprint arXiv:2110.11561

2021/10/22

Discussion on “Regression Models for Understanding COVID-19 Epidemic Dynamics With Incomplete Data”

Journal of the American Statistical Association

2021/10/2

Jyotishka Datta
Jyotishka Datta

H-Index: 12

Bhramar Mukherjee
Bhramar Mukherjee

H-Index: 49

Current and new frontiers: Exploring how place matters through Arkansas NIBRS reporting practices

Crime & delinquency

2021/6

Grant Drawve
Grant Drawve

H-Index: 15

Jyotishka Datta
Jyotishka Datta

H-Index: 12

A meta-analysis of the protein components in rattlesnake venom

Toxins

2021/5/23

Jyotishka Datta
Jyotishka Datta

H-Index: 12

Joint mean–covariance estimation via the horseshoe

Journal of Multivariate Analysis

2021

See List of Professors in Jyotishka Datta University(Virginia Polytechnic Institute and State University)

Co-Authors

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