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Abhra Sarkar
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Male mice song syntax depends on social contexts and influences female preferences
J Chabout, A Sarkar, DB Dunson, ED Jarvis
Frontiers in behavioral neuroscience 9, 76, 2015
2002015
A Foxp2 mutation implicated in human speech deficits alters sequencing of ultrasonic vocalizations in adult male mice
J Chabout, A Sarkar, SR Patel, T Radden, DB Dunson, SE Fisher, ...
Frontiers in behavioral neuroscience 10, 197, 2016
1152016
Bayesian semiparametric density deconvolution in the presence of conditionally heteroscedastic measurement errors
A Sarkar, BK Mallick, J Staudenmayer, D Pati, RJ Carroll
Journal of Computational and Graphical Statistics 23 (4), 1101-1125, 2014
332014
Bayesian nonparametric modeling of higher order Markov chains
A Sarkar, DB Dunson
Journal of the American Statistical Association 111 (516), 1791-1803, 2016
282016
Bayesian semiparametric multivariate density deconvolution
A Sarkar, D Pati, A Chakraborty, BK Mallick, RJ Carroll
Journal of the American Statistical Association 113 (521), 401-416, 2018
212018
Comparing perceptual category learning across modalities in the same individuals
CL Roark, G Paulon, A Sarkar, B Chandrasekaran
Psychonomic bulletin & review 28, 898-909, 2021
192021
A Powerful Bayesian Test for Equality of Means in High Dimensions
RS Zoh, A Sarkar, RJ Carroll, BK Mallick
Journal of the American Statistical Association 113 (524), 1733-1741, 2018
192018
Bayesian Semiparametric Longitudinal Drift-Diffusion Mixed Models for Tone Learning in Adults
G Paulon, F Llanos, B Chandrasekaran, A Sarkar
Journal of the American Statistical Association, 1-14, 2020
162020
Bayesian semiparametric regression in the presence of conditionally heteroscedastic measurement and regression errors
A Sarkar, BK Mallick, RJ Carroll
Biometrics 70 (4), 823-834, 2014
162014
Overexpression of human NR2B receptor subunit in LMAN causes stuttering and song sequence changes in adult zebra finches
M Chakraborty, LF Chen, EE Fridel, ME Klein, RA Senft, A Sarkar, ...
Scientific Reports 7 (1), 942, 2017
132017
Bayesian Scalable Precision Factor Analysis for Massive Sparse Gaussian Graphical Models
NK Chandra, P Mueller, A Sarkar
arXiv preprint arXiv:2107.11316, 2021
82021
A novel non-homogeneous hidden Markov model for simulating and predicting monthly rainfall
H Wang, T Asefa, A Sarkar
Theoretical and Applied Climatology 143 (1), 627-638, 2021
72021
Bayesian Copula Density Deconvolution for Zero-Inflated Data in Nutritional Epidemiology
A Sarkar, D Pati, BK Mallick, RJ Carroll
Journal of the American Statistical Association, 1-13, 2020
72020
Bayesian Semiparametric Mixed Effects Markov Models With Application to Vocalization Syntax
A Sarkar, J Chabout, JJ Macopson, ED Jarvis, DB Dunson
Journal of the American Statistical Association 113 (524), 1515-1527, 2018
72018
Bayesian nonparametric common atoms regression for generating synthetic controls in clinical trials
NK Chandra, A Sarkar, JF de Groot, Y Yuan, P Müller
Journal of the American Statistical Association 118 (544), 2301-2314, 2023
62023
Bayesian sparse covariance decomposition with a graphical structure
L Zhang, A Sarkar, BK Mallick
Statistics and Computing 26 (1-2), 493-510, 2016
6*2016
Bayesian approaches to include real-world data in clinical studies
P Müller, NK Chandra, A Sarkar
Philosophical Transactions of the Royal Society A 381 (2247), 20220158, 2023
52023
Bayesian Higher Order Hidden Markov Models
A Sarkar, DB Dunson
arXiv preprint arXiv:1805.12201, 2018
52018
Functional Logistic Mixed-Effects Models for Learning Curves From Longitudinal Binary Data
G Paulon, R Reetzke, B Chandrasekaran, A Sarkar
Journal of Speech, Language, and Hearing Research 62 (3), 543-553, 2019
42019
Nonparametric Bayesian Approaches to Non-homogeneous Hidden Markov Models
A Sarkar, A Bhadra, BK Mallick
arXiv preprint arXiv:1205.1839, 2012
42012
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