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Vehtari, Aki
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ResearcherID: A-7584-2008
URL: http://www.researcherid.com/rid/A-7584-2008
Subject: Computer Science; Statistics & Probability
Keywords: bayesian analysis; brain signal analysis; epidemiological modelling
ORCID: http://orcid.org/0000-0003-2164-9469
My Institutions (more details)
Primary Institution:
Sub-org/Dept: Department of Computer Science
Role:
My URLs: http://users.aalto.fi/~ave/
 
 

This list contains papers that I have authored.

publication(s)  
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1.  Title: GPstuff: Bayesian modeling with gaussian processes
 Author(s): Vanhatalo, J.; Riihimäki, J.; Hartikainen, J.; et al.
 Source: Journal of Machine Learning Research Volume: 14 Issue: 1 Pages: 1175-1179 Published: 2013
 Author-provided URL : http://www.scopus.com/inward/record.url?eid=2-s2.0-84877621994&partnerID=MN8TOAR ...
added
04-Sep-13
2.  Title: Hierarchical second-order analysis of replicated spatial point patterns with non-spatial covariates
 Author(s): Myllymäki, M.; Särkkä, A.; Vehtari, A.
 Source: Spatial Statistics Published: 2013
 DOI: 10.1016/j.spasta.2013.07.006 /  Author-provided URL : http://www.scopus.com/inward/record.url?eid=2-s2.0-84882544953&partnerID=MN8TOAR ...
added
04-Sep-13
3.  Title: Nested expectation propagation for gaussian process classification with a multinomial probit likelihood
 Author(s): Riihimaki, J.; Jylanki, P.; Vehtari, A.
 Source: Journal of Machine Learning Research Volume: 14 Issue: 1 Pages: 75-109 Published: 2013
 Author-provided URL : http://www.scopus.com/inward/record.url?eid=2-s2.0-84873476296&partnerID=MN8TOAR ...
added
04-Sep-13
4.  Title: Understanding predictive information criteria for Bayesian models
 Author(s): Gelman, A.; Hwang, J.; Vehtari, A.
 Source: Statistics and Computing Pages: 1-20 Published: 2013
 DOI: 10.1007/s11222-013-9416-2 /  Author-provided URL : http://www.scopus.com/inward/record.url?eid=2-s2.0-84881520245&partnerID=MN8TOAR ...
added
04-Sep-13
5.  Title: A survey of Bayesian predictive methods for model assessment, selection and comparison
 Author(s): Vehtari, A.; Ojanen, J.
 Source: Statistics Surveys Volume: 6 Issue: 1 Pages: 142-228 Published: 2012
 DOI: 10.1214/12-ss102 /  Author-provided URL : http://www.scopus.com/inward/record.url?eid=2-s2.0-84874387472&partnerID=MN8TOAR ...
added
04-Sep-13
6.  Title: Bayesian Variable Selection in Searching for Additive and Dominant Effects in Genome-Wide Data
 Author(s): Peltola, Tomi; Marttinen, Pekka; Jula, Antti; et al.
 Source: Plos One Volume: 7 Issue: 1 Published: JAN 3 2012
 Times Cited: 11
 DOI: 10.1371/journal.pone.0029115
added
20-Jun-12
7.  Title: Bayesian variable selection in searching for additive and dominant effects in genome-wide data
 Author(s): Peltola, T.; Marttinen, P.; Jula, A.; et al.
 Source: PLoS ONE Volume: 7 Issue: 1 Published: 2012
 Times Cited: 11
 DOI: 10.1371/journal.pone.0029115 /  Author-provided URL : http://www.scopus.com/inward/record.url?eid=2-s2.0-84855309960&partnerID=MN8TOAR ...
added
30-Dec-14
8.  Title: Dynamic retrospective filtering of physiological noise in BOLD fMRI: DRIFTER
 Author(s): Sarkka, Simo; Solin, Arno; Nummenmaa, Aapo; et al.
 Source: Neuroimage Volume: 60 Issue: 2 Pages: 1517-1527 Published: APR 2 2012
 Times Cited: 30
 DOI: 10.1016/j.neuroimage.2012.01.067
added
20-Jun-12
9.  Title: Dynamic retrospective filtering of physiological noise in BOLD fMRI: DRIFTER
 Author(s): Särkkä, S.; Solin, A.; Nummenmaa, A.; et al.
 Source: NeuroImage Volume: 60 Issue: 2 Pages: 1517-1527 Published: 2012
 Times Cited: 30
 DOI: 10.1016/j.neuroimage.2012.01.067 /  Author-provided URL : http://www.scopus.com/inward/record.url?eid=2-s2.0-84857198770&partnerID=MN8TOAR ...
added
30-Dec-14
10.  Title: Finite Adaptation and Multistep Moves in the Metropolis-Hastings Algorithm for Variable Selection in Genome-Wide Association Analysis
 Author(s): Peltola, T.; Marttinen, P.; Vehtari, A.
 Source: PLoS ONE Volume: 7 Issue: 11 Published: 2012
 Times Cited: 5
 DOI: 10.1371/journal.pone.0049445 /  Author-provided URL : http://www.scopus.com/inward/record.url?eid=2-s2.0-84869221100&partnerID=MN8TOAR ...
added
30-Dec-14
publication(s)  
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