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List of works by Elja Arjas

A Bayesian Mallows approach to nontransitive pair comparison data: How human are sounds?

scientific article

A Bayesian classification model for sea ice roughness from scatterometer data

A Naive Bayes classifier for protein function prediction.

scientific article published on January 2009

A hierarchical Bayesian model to predict the duration of immunity to Haemophilus influenzae type b.

scientific article published in December 1999

A mathematical and statistical framework for modelling dispersal

article

A statistical model of transmission of Hib bacteria in a family

scientific article published in October 1996

Acute middle ear infection in small children: a Bayesian analysis using multiple time scales

scientific article published on January 1, 1998

Analysis of contraceptive failure data in intrauterine device studies. Modern competing risks approach

scientific article

Applying modern survival analysis methods to longitudinal dental caries studies

scientific article published in February 2002

Backward simulation of ancestors of sampled individuals.

scientific article published in March 2005

Bayesian Mapping of Multiple Quantitative Trait Loci From Incomplete Inbred Line Cross Data ⬇️

scientific article published on March 1, 1998

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

scientific article published on 28 August 2006

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

scientific article

Bayesian integrated functional analysis of microarray data

scientific article

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

scientific article

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

scientific article

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

scientific article

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

scientific article published on 20 July 2009

Comment on "On the Metropolis-Hastings acceptance probability to add or drop a quantitative trait locus in Markov chain Monte Carlo-based Bayesian analyses"

scientific article published on June 2004

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

article

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

scientific article published in February 2013

Estimating genealogies from linked marker data: a Bayesian approach

scientific article

Estimating genealogies from unlinked marker data: a Bayesian approach

scientific article

Estimation of transmission probabilities in families ascertained through a proband with variable age-at-onset disease: application to the HLA A, B and DR loci in Finnish families with type 1 diabetes. The DiMe Study Group

scientific article published on September 2000

Evolution of the capsular regulatory genes in Streptococcus pneumoniae

scientific article published in October 2009

Full likelihood analysis of genetic risk with variable age at onset disease--combining population-based registry data and demographic information

scientific article

Genetic basis of climatic adaptation in scots pine by bayesian quantitative trait locus analysis

scientific article

Increasing incidence of Type 1 diabetes--role for genes?

scientific article

Modeling a Poisson forest in variable elevations: a nonparametric Bayesian approach

scientific article published in September 1999

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

scientific article

Non-parametric Bayesian approach to hazard regression: a case study with a large number of missing covariate values

scientific article published in August 1996

Optimal dynamic regimes: presenting a case for predictive inference

scientific article published on 3 March 2010

Poliovirus surveillance by examining sewage water specimens: studies on detection probability using simulation models

scientific article published in December 2001

Predicting meningococcal disease outbreaks in structured populations

scientific article published on March 2004

Predicting the course of meningococcal disease outbreaks in closed subpopulations

scientific article

Predictive Bayesian inference and dynamic treatment regimes.

scientific article published on 11 August 2015

Predictive inference, causal reasoning, and model assessment in nonparametric Bayesian analysis: a case study

scientific article published in September 2000

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

scientific article

Time-varying rankings with the Bayesian Mallows model

scientific article

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

scientific article

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