Publications

(2022). Modeling Extremal Streamflow using Deep Learning Approximations and a Flexible Spatial Process. Annals of Applied Statistics (under revision).

Cite DOI

(2022). Optimal stock portfolio selection with a multivariate hidden Markov model. Sankhya B.

Cite DOI

(2022). SPQR: Semi-Parametric Quantile Regression. R package ver. 0.1.0, CRAN.

Cite Code DOI

(2021). A modified minibatch sampling method for parameter estimation in hidden Markov models using stochastic variational Bayes. Proceedings in Applied Mathematics and Mechanics.

Cite DOI

(2017). MicroRNA profiling in kidney disease: Plasma versus plasma-derived exosomes. Gene.

Cite DOI