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Dr . Dootika Vats

vidwan id: 110925

Assistant Professor, Department of Mathematics and Statistics, Indian Institute of Technology Kanpur

orcid 0000-0001-9453-0368 scopus 57194117787 google_scholar sZT_wEAAAAAJ

Expertise

Publications

Total Articles 14
Books 0
Proceedings 0

Publications 1992-2022

Scopus

Citations 326
h-index 6

CrossRef

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Citations 258
h-index 7

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Honours and Awards

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Professional Recognition

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Bio

Markov Chain Monte Carlo, Bayesian Computation, Monte Carlo

Personal Details

  • Female
  • Indian Institute of Technology Kanpur
  • Indian Institute of Technology Kanpur - 208016
Ph.D
Other Institute 2017
Assistant Professor 2019 – Present
Indian Institute of Technology Kanpur

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Scholarly Work

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Scholarly Publications

Multivariate output analysis for Markov chain Monte Carlo

Open Access
 serial
Biometrika · 2019 Volume: 106, Issue: 2, Pages: 321-337.
Authors: Dootika Vats
DOI 10.1093/biomet/asz002
167 citations
145 citations

Strong consistency of multivariate spectral variance estimators in Markov chain Monte Carlo

Open Access
 serial
Bernoulli · 2018 Volume: 24, Issue: 3, Pages: 1860-1909.
Authors: Dootika Vats
DOI 10.3150/16-BEJ914
25 citations
24 citations

Geometric ergodicity of gibbs samplers in bayesian penalized regression models

Open Access
 Serial
Electronic Journal of Statistics · 2017 Volume: 11, Issue: 2, Pages: 4033-4064.
Authors: Dootika Vats
DOI 10.1214/17-EJS1351
11 citations
9 citations

Analyzing Markov chain Monte Carlo output

 Review
2020 Volume: 12, Issue: 4,
Authors: Dootika Vats
DOI 10.1002/wics.1501
5 citations
8 citations

Assessing and Visualizing Simultaneous Simulation Error

Open Access
 serial
Journal of Computational and Graphical Statistics · 2020 Volume: 30, Issue: 2, Pages: 324-334.
Authors: Dootika Vats
DOI 10.1080/10618600.2020.1824871
9 citations
8 citations