Dootika Vats

dootika at iitk.ac.in
I am an Associate Professor in the Department of Mathematics and Statistics at the Indian Institute of Technology, Kanpur. Previously, I was an NSF Postdocotoral fellow with Prof. Gareth Roberts at the University of Warwick. My PhD was from the University of Minnesota, Twin-Cities working with Prof. Galin Jones.
My research interests are: Markov chain Monte Carlo, output analysis for stochastic simulation. Recently, I’ve also been interested in stochastic optimization algorithms.
I serve as an Associate Editor for Bayesian Analysis, Journal of Computational and Graphical Statistics and Sankhya B.
Students: If you’re interesed in working with me, see team tab.
Quick links:
- Elementary Problems in R - Book
- HMC for Dummies
- Visualize convergences in MCMC
- Movie Recommendations
Upcoming Talks/Visits:
- 10th - 12th December, Workshop on Methodology and MCMC, Eurandom, Eindhoven
- 6th April - 17th April, ICTS-Networks Workshop “Challenged in Networks”
news
Sep 23, 2025 | Arka Banerjee’s work on “Efficient Multivariate Initial Sequence Estimators for MCMC” has been accepted for publication in the Journal of Computational and Graphical Statistics! |
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Aug 26, 2025 | Delighted and honored to be receiving the Excellence-in-Teaching Award 2025 at IIT Kanpur! |
Jul 10, 2025 | Our paper on Solving the Poisson equation using couple Markov chains led by Randal Douc, Pierre Jacob, and Anthony Lee has been accepted into the Annals of Statistics! |
Jun 23, 2025 | Humbled to receive the “Sushila and Kantilal Mehta award” for “motivating and encouraging students to pursue higher education in mathematics”. I thank the student body for this kind honor. |
Apr 15, 2025 | Congratulations to Dwija Kakkad (Duke), Saee Kamat (Iowa State), and Shlok Mishra (TAMU) on their PhD admissions (despite a tumultuous admissions season)! |