Dootika Vats

Employment

• Indian Institute of Technology Kanpur Associate Professor
  2023 - Present
• Indian Institute of Technology Kanpur Assistant Professor
  2017 - 2023
• National Science Foundation NSF Postdoctoral Fellow
  2017 - 2017
• University of Warwick Research Associate
  2017 - 2017

Education

• University of Minnesota PhD Statistics
  2012 - 2017
• University of Minnesota MS Statistics
  2012 - 2016
• Rutgers, The State University of New Jersey MS Statistics
  2010 - 2012
• University of Delhi BA(h) Mathematics
  2007 - 2010

Projects & Funding

Projects & funding information is unavailable.

Publications (14)

• Optimal scaling of MCMC beyond Metropolis
  Advances in Applied Probability 2023 DOI: 10.1017/apr.2022.37
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• Dimension-Free Mixing for High-Dimensional Bayesian Variable Selection
  Journal of the Royal Statistical Society Series B: Statistical Methodology 2022 DOI: 10.1111/rssb.12546
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• Lugsail lag windows for estimating time-average covariance matrices
  Biometrika 2022 DOI: 10.1093/biomet/asab049
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• Globally Centered Autocovariances in MCMC
  Journal of Computational and Graphical Statistics 2022 DOI: 10.1080/10618600.2022.2037433
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• Efficient Bernoulli factory Markov chain Monte Carlo for intractable posteriors
  Biometrika 2022 DOI: 10.1093/biomet/asab031
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• Batch Size Selection for Variance Estimators in MCMC
  Methodology and Computing in Applied Probability 2022 DOI: 10.1007/s11009-020-09841-7
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• A principled stopping rule for importance sampling
  Electronic Journal of Statistics 2022 DOI: 10.1214/22-ejs2074
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• Revisiting the Gelman–Rubin Diagnostic
  Statistical Science 2021 DOI: 10.1214/20-sts812
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• Monte Carlo Simulation: Are We There Yet?
  Wiley StatsRef: Statistics Reference Online 2021 DOI: 10.1002/9781118445112.stat08283
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• Assessing and Visualizing Simultaneous Simulation Error
  Journal of Computational and Graphical Statistics 2021 DOI: 10.1080/10618600.2020.1824871
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