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Elja Arjas

  • Finland

19942019

Research output per year

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Publications

  • 48 Article
  • 3 Chapter
  • 3 Conference contribution
  • 1 Commissioned report
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Article
2019

A BAYESIAN MALLOWS APPROACH TO NONTRANSITIVE PAIR COMPARISON DATA: HOW HUMAN ARE SOUNDS?

Crispino, M., Arjas, E., Vitelli, V., Barrett, N. & Frigessi, A., Mar 2019, In : Annals of Applied Statistics. 13, 1, p. 492-519 28 p.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
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2018

Probabilistic preference learning with the Mallows rank model

Vitelli, V., Sørensen, Ø., Crispino, M., Frigessi, A. & Arjas, E., 2018, In : Journal of Machine Learning Research. 18, 158, p. 1-49 49 p.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File
2017

Time‐varying rankings with the Bayesian Mallows model

Asfaw, D., Vitelli, V., Sørensen, Ø., Arjas, E. & Frigessi, A., Jan 2017, In : Stat : the ISI's journal for rapid dissemination of statistics research. 6, 1, p. 14-30 17 p.

Research output: Contribution to journalArticleScientificpeer-review

2016

Bayesian estimation of the number of individuals in a sample with a known weight

Mäntyniemi, S. H. P., Romakkaniemi, A. & Arjas, E., 2016, In : Journal of aquaculture & marine biology. 4, 5, 5 p.

Research output: Contribution to journalArticleScientificpeer-review

Estimating efficacy in the presence of non-ignorable non-trial interventions in the Helsinki Psychotherapy Study

Härkänen, T., Arjas, E., Laaksonen, M. A., Lindfors, O., Haukka, J. & Knekt, P., 2016, In : Statistical Methods in Medical Research. 25, 2, p. 885-901 17 p.

Research output: Contribution to journalArticleScientificpeer-review

How About Wearing Two Hats, First Popper's and then de Finetti's?

Arjas, E., Nov 2016, In : Statistical Science. 31, 4, p. 545-548 4 p.

Research output: Contribution to journalArticleScientific

Work ability index and perceived work ability as predictors of disability pension: a prospective study among Finnish municipal employees

Jaaskelainen, A., Kausto, J., Seitsamo, J., Ojajarvi, A., Nygard, C-H., Arjas, E. & Leino-Arjas, P., 2016, In : Scandinavian Journal of Work, Environment & Health. 42, 6, p. 490-499 10 p.

Research output: Contribution to journalArticleScientificpeer-review

2015

Non-parametric Bayesian Hazard Regression for Chronic Disease Risk Assessment

Saarela, O. & Arjas, E., Jun 2015, In : Scandinavian Journal of Statistics. 42, 2, p. 609-626 18 p.

Research output: Contribution to journalArticleScientificpeer-review

Predictive Bayesian inference and dynamic treatment regimes

Saarela, O., Arjas, E., Stephens, D. A. & Moodie, E. E. M., Nov 2015, In : Biometrical Journal. 57, 6, p. 941-958 18 p.

Research output: Contribution to journalArticleScientificpeer-review

Open Access

The current duration design for estimating the time to pregnancy distribution: a nonparametric Bayesian perspective

Gasbarra, D., Arjas, E., Vehtari, A., Slama, R. & Keiding, N., Oct 2015, In : Lifetime Data Analysis. 21, 4, p. 594-625 32 p.

Research output: Contribution to journalArticleScientificpeer-review

2012

Bayesian spatiotemporal analysis of radiocarbon dates from Eastern Fennoscandia

Onkamo, P., Kammonen, J., Pesonen, P., Sundell, T., Moltchanova, E., Oinonen, M., Haimila, M. & Arjas, E., 2012, In : Radiocarbon. 54, 3-4, p. 649-659 11 p.

Research output: Contribution to journalArticleScientificpeer-review

2011

A method for Bayesian monotonic multiple regression

Saarela, O. & Arjas, E., 2011, In : Scandinavian Journal of Statistics. 38, p. 499-513 15 p.

Research output: Contribution to journalArticleScientificpeer-review

Effects of reference population and number of STR markers on positive evidence in paternity testing

Moroni, R., Gasbarra, D., Arjas, E., Lukka, M. & Ulmanen, I., 2011, In : Journal of Forensic Research . 2, 2, p. 119 5 p.

Research output: Contribution to journalArticleScientificpeer-review

Mistä tulet, tilastotiede - ja minne menet?

Arjas, E., 2011, In : Suomen tilastoseuran vuosikirja.. 2010, p. 5-14 10 p.

Research output: Contribution to journalArticleProfessional

On Future Directions in Statistical Methodologies - Some Speculations

Arjas, E., 2011, In : Scandinavian Journal of Statistics. 38, p. 185-194 10 p.

Research output: Contribution to journalArticleScientificpeer-review

2010

Bayesian integrated modeling of expression data: a case study on RhoG

Gupta, R., Greco, D., Auvinen, P. & Arjas, E., 2010, In : BMC Bioinformatics. 11, 295, p. - 11 p.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File

Comment on 'Using multiple observationally-based constraints to estimate climate sensitivity' by J. D. Annan and J. C. Hargreaves, Geophys. Res. Lett., 2006

Henriksson, S. V., Arjas, E., Laine, M., Tamminen, J. & Laaksonen, A., 2010, In : Climate of the Past. 6, 4, p. 411-414 4 p.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File

Optimal Dynamic Regimes: Presenting a Case for Predictive Inference

Arjas, E. & Saarela, O., 2010, In : International Journal of Biostatistics. 6, 2, p. - 21 p.

Research output: Contribution to journalArticleScientificpeer-review

2009

A Naive Bayes classifier for protein function prediction

Kohonen, J., Talikota, S., Corander, J., Auvinen, P. & Arjas, E., 2009, In : In Silico Biology. 9, 1-2, p. 23-34 12 p.

Research output: Contribution to journalArticleScientificpeer-review

Bayesian quantitative trait locus mapping based on reconstruction of recent genetic histories

Gasbarra, D., Pirinen, M., Arjas, E. & Sillanpää, M. J., 2009, In : Genetics. 183, 2, p. 709-721 13 p.

Research output: Contribution to journalArticleScientificpeer-review

Evolution of the Capsular Regulatory Genes in Streptococcus pneumoniae

Varvio, S-L., Auranen, K., Arjas, E. & Mäkelä, P. H., 2009, In : Journal of Infectious Diseases. 200, 7, p. 1144-1151 8 p.

Research output: Contribution to journalArticleScientificpeer-review

Full Likelihood Analysis of Genetic Risk with Variable Age at Onset Disease-Combining Population-Based Registry Data and Demographic Information

Pitkäniemi, J., Varvio, S-L., Corander, J., Lehti, N., Partanen, J., Tuomilehto-Wolf, E., Tuomilehto, J., Thomas, A. & Arjas, E., 2009, In : PLoS One. 4, 8, p. e6836 8 p.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File
2008

Bayesian hierarchical model for estimating gene expression intensity using multiple scanned microarrays

Gupta, R., Arjas, E., Kulathinal, S., Thomas, A. & Auvinen, P., 2008, In : EURASIP Journal on Bioinformatics and Systems Biology. 2008, p. 231950 11 p.

Research output: Contribution to journalArticleScientificpeer-review

Bayesian methods for analyzing movements in heterogeneous landscapes from mark-recapture data

Ovaskainen, O., Rekola, H., Meyke, E. & Arjas, E., 2008, In : Ecology. 89, 2, p. 542-554 13 p.

Research output: Contribution to journalArticleScientificpeer-review

Bayesian spatial modelling of genetic population structure

Corander, J., Siren, J. & Arjas, E., 2008, In : Computational Statistics. 23, 1, p. 111-129 19 p.

Research output: Contribution to journalArticleScientificpeer-review

Nested case-control data utilised for multiple outcomes: a likelihood approach and alternatives

Saarela, O., Kulathinal, S., Arjas, E. & Läärä, E., 2008, In : Statistics in Medicine. 27, 28, p. 5991-6008 18 p.

Research output: Contribution to journalArticleScientificpeer-review

Tutkintojärjestelmän uudistus jäänyt Suomessa puolitiehen

Rousu, J. & Arjas, E., 2008, In : Helsingin Sanomat.

Research output: Contribution to journalArticleGeneral public

2007

A mathematical and statistical framework for modeling dispersal

Snäll, T., O'Hara, R. & Arjas, E., 2007, In : Oikos. 116, 6, p. 1037-1050 14 p.

Research output: Contribution to journalArticleScientificpeer-review

A mathematical and statistical framework for modelling dispersal

Snäll, T., O'Hara, R. B. & Arjas, E., Jun 2007, In : Oikos. 116, 6, p. 1037-1050 14 p.

Research output: Contribution to journalArticleScientificpeer-review

Estimating genealogies from linked marker data: a Bayesian approach

Gasbarra, D., Pirinen, M., Sillanpää, M. J. & Arjas, E., 2007, In : BMC Bioinformatics. 8, 411, 56 s

Research output: Contribution to journalArticleScientificpeer-review

Estimating genealogies from unlinked marker data: a Bayesian approach

Gasbarra, D., Pirinen, M., Sillanpää, M. J., Salmela, E. & Arjas, E., 2007, In : Theoretical Population Biology. 72, 3, p. 305-322 18 p.

Research output: Contribution to journalArticleScientificpeer-review

2006

Bayesian hierarchical model for correcting signal saturation in microarrays using pixel intensities

Gupta, R., Thomas, A., Auvinen, P. & Arjas, E., 2006, In : Statistical applications in genetics and molecular biology. 5, 1, p. 1-20

Research output: Contribution to journalArticleScientificpeer-review

Bayesian inference from case-cohort data with multiple end-points

Kulathinal, S. & Arjas, E., 2006, In : Scandinavian Journal of Statistics. 33, 1, p. 25-36 12 p.

Research output: Contribution to journalArticleScientificpeer-review

2005

Backward simulation of ancestors of sampled individuals

Gasbarra, D., Sillanpää, M. J. & Arjas, E., 2005, In : Theoretical Population Biology. 67, 2, p. 75-83 9 p.

Research output: Contribution to journalArticleScientificpeer-review

Bayesian removal estimation of a population size under unequal cathcability

Mäntyniemi, S., Romakkaniemi, A. & Arjas, E., 2005, In : Canadian Journal of Fisheries and Aquatic Sciences. 62, 2, p. 291-300 10 p.

Research output: Contribution to journalArticleScientificpeer-review

Increasing incidence of Type 1 diabetes – role for genes?

Pitkäniemi, J. M., Onkamo, P., Tuomilehto, J. & Arjas, E., 2 Apr 2004, In : BMC Genetics. 5, 5.

Research output: Contribution to journalArticleScientificpeer-review

2002

Bayesian analysis of metapopulation data

O'Hara, B., Arjas, E., Toivonen, H. TT. & Hanski, I., 2002, In : Ecology. 83, 9, p. 2408-2415 8 p.

Research output: Contribution to journalArticleScientificpeer-review

2001

Bayesian versus frequentist analysis of multiple quantitative trait loci with an application to an outbred apple cross

Maliepaard, C., Sillanpää, M. J., van Ooijen, J. W., Jansen, R. C. & Arjas, E., 2001, In : Theoretical and Applied Genetics. 103, 8, p. 1243-1253

Research output: Contribution to journalArticleScientificpeer-review

Genetic basis of climatic adaptation in Scots pine by Bayesian quantitative trait locus analysis

Hurme, P., Sillanpää, M. J., Arjas, E., Repo, T. & Savolainen, O., 2000, In : Genetics. 156, 3, p. 1309-1322

Research output: Contribution to journalArticleScientificpeer-review

1999

Bayesian mapping of multiple quantitative trait loci from incomplete outbred offspring data

Sillanpää, M. J. & Arjas, E., 1999, In : Genetics. 151, 4, p. 1605-1619 15 p.

Research output: Contribution to journalArticleScientificpeer-review

1998

Bayesian mapping of multiple quantitative trait loci from incomplete inbred line cross data

Sillanpää, M. J. & Arjas, E., 1998, In : Genetics. 148, 3, p. 1373-1388 16 p.

Research output: Contribution to journalArticleScientificpeer-review

1997

On prequential model assessment in life history analysis.

Gasbarra, D. & Arjas, E., 1997, In : Biometrika. 84, p. 502-522

Research output: Contribution to journalArticleScientificpeer-review

1996

Bayesian inference of Survival probabilities under stochastic ordering constraints.

Gasbarra, D. & Arjas, E., 1996, In : Journal of the American Statistical Association . 91, p. 1101-1109

Research output: Contribution to journalArticleScientificpeer-review

1994

Nonparametric Bayesian inference from right censored survival data using the Gibbs sampler.

Gasbarra, D. & Arjas, E., 1994, In : Statistica Sinica. 4, p. 505-524

Research output: Contribution to journalArticleScientificpeer-review