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dc.contributor.authorFranks, Jordan
dc.date.accessioned2019-04-11T10:00:57Z
dc.date.available2019-04-11T10:00:57Z
dc.date.issued2019
dc.identifier.isbn978-951-39-7738-2
dc.identifier.urihttps://jyx.jyu.fi/handle/123456789/63464
dc.format.mimetypeapplication/pdf
dc.language.isoeng
dc.publisherJyväskylän yliopisto
dc.relation.ispartofseriesJYU dissertations
dc.relation.haspart<b>Artikkeli I:</b> Vihola, Matti; Helske, Jouni; Franks, Jordan (2020). Importance sampling type estimators based on approximate marginal Markov chain Monte Carlo. <i>Scandinavian Journal of Statistics, Early online.</i> <a href="https://doi.org/10.1111/sjos.12492"target="_blank"> DOI: 10.1111/sjos.12492</a>
dc.relation.haspart<b>Artikkeli II:</b> Franks, Jordan; Vihola, Matti (2020). Importance sampling correction versus standard averages of reversible MCMCs in terms of the asymptotic variance. <i>Stochastic Processes and Their Applications, 130 (10), 6157-6183.</i> <a href="https://doi.org/10.1016/j.spa.2020.05.006"target="_blank"> DOI: 10.1016/j.spa.2020.05.006</a>
dc.relation.haspart<b>Artikkeli III:</b> Franks, J.; Jasra, A.; Law, K. J. H. and Vihola, M. (2018). Unbiased inference for discretely observed hidden Markov model diffusions. <i>Preprint.</i> <a href="https://arxiv.org/abs/1807.10259"target="_blank"> arXiv:1807.10259v4</a>
dc.relation.haspart<b>Artikkeli IV:</b> Vihola, Matti; Franks, Jordan (2020). On the use of approximate Bayesian computation Markov chain Monte Carlo with inflated tolerance and post-correction. <i>Biometrika, 107 (2), 381-395.</i> <a href="https://doi.org/10.1093/biomet/asz078"target="_blank"> DOI: 10.1093/biomet/asz078</a>
dc.rightsIn Copyright
dc.subject.otherBayesian modelsfi
dc.titleMarkov chain Monte Carlo importance samplers for Bayesian models with intractable likelihoods
dc.typeDiss.
dc.identifier.urnURN:ISBN:978-951-39-7738-2
dc.relation.issn2489-9003
dc.relation.numberinseries79
dc.rights.copyright© The Author & University of Jyväskylä
dc.rights.accesslevelopenAccess
dc.type.publicationdoctoralThesis
dc.subject.ysoMarkov chainsfi
dc.subject.ysoasymptotefi
dc.subject.ysoapproximationfi
dc.format.contentfulltext
dc.rights.urlhttp://rightsstatements.org/page/InC/1.0/?language=en


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