Naveennaidu Narisetty

20132019
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Model Selection Mathematics
Bayesian Model Selection Mathematics
High-dimensional Mathematics
Outlier Mathematics
Shrinkage Mathematics
Outlier Detection Mathematics
Athletes Medicine & Life Sciences
Gibbs Sampler Mathematics

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Research Output 2013 2019

Bayesian model selection for high-dimensional data

Narisetty, N. N., Jan 1 2019, (Accepted/In press) In : Handbook of Statistics.

Research output: Contribution to journalArticle

Bayesian Model Selection
High-dimensional Data
Model Selection
Covariates
High-dimensional

Bayesian Regularization for Graphical Models With Unequal Shrinkage

Gan, L., Narisetty, N. N. & Liang, F., Jul 3 2019, In : Journal of the American Statistical Association. 114, 527, p. 1218-1231 14 p.

Research output: Contribution to journalArticle

Maximum a Posteriori
Graphical Models
Shrinkage
Unequal
Regularization

Selection of nonlinear interactions by a forward stepwise algorithm: Application to identifying environmental chemical mixtures affecting health outcomes

Narisetty, N., Mukherjee, B., Chen, Y. H., Gonzalez, R. & Meeker, J. D., Apr 30 2019, In : Statistics in Medicine. 38, 9, p. 1582-1600 19 p.

Research output: Contribution to journalArticle

Nonlinear Interaction
Health
National Institute of Environmental Health Sciences (U.S.)
Pollutants
Benchmarking

Skinny Gibbs: A Consistent and Scalable Gibbs Sampler for Model Selection

Narisetty, N., Shen, J. & He, X., Jul 3 2019, In : Journal of the American Statistical Association. 114, 527, p. 1205-1217 13 p.

Research output: Contribution to journalArticle

Gibbs Sampler
Model Selection
High-dimensional
Bayesian Model Selection
Matrix Computation

A New Approach to Censored Quantile Regression Estimation

Yang, X., Narisetty, N. & He, X., Apr 3 2018, In : Journal of Computational and Graphical Statistics. 27, 2, p. 417-425 9 p.

Research output: Contribution to journalArticle

Censored Regression
Quantile Estimation
Regression Estimation
Quantile Regression
Quantile