Patrik Waldmann

Associate professor, Docent

Research interests:

- Statistical genetics and bioinformatics

- High dimensional data analysis and statistical machine learning

- Bayesian statistics

Selected publications:

Sillanpaa, MJ; Pikkuhookana, P; Abrahamsson, S; Knurr, T; Fries, A; Lerceteau, E; Waldmann, P; Garcia-Gil, MR. 2012. Simultaneous estimation of multiple quantitative trait loci and growth curve parameters through hierarchical Bayesian modeling. HEREDITY 108: 134-146. doi: 10.1038/hdy.2011.56

Hallander, J; Waldmann, P; Wang, CK; Sillanpaa, MJ. 2010. Bayesian inference of genetic parameters based on conditional decompositions of multivariate normal distributions. GENETICS 185: 645-654. doi: 10.1534/genetics.110.114249

Banerjee, S; Finley, AO; Waldmann, P; Ericsson, T. 2010. Hierarchical spatial process models for multiple traits in large genetic trials. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION 105: 506-521. doi: 10.1198/jasa.2009.ap09068

Finley, AO; Banerjee, S; Waldmann, P; Ericsson, T. 2009. Hierarchical spatial modeling of additive and dominance genetic variance for large spatial trial datasets. BIOMETRICS 65: 441-451. doi: 10.1111/j.1541-0420.2008.01115.x

Waldmann, P; Hallander, J; Hoti, F; Sillanpaa, MJ. 2008. Efficient Markov chain Monte Carlo implementation of Bayesian analysis of additive and dominance genetic variances in noninbred pedigrees. GENETICS 179: 1101-1112. doi: 10.1534/genetics.107.084160

Corander, J; Waldmann, P; Marttinen, P; Sillanpaa, MJ. 2004. BAPS 2: enhanced possibilities for the analysis of genetic population structure. BIOINFORMATICS 20: 2363-2369. doi: 10.1093/bioinformatics/bth250

Corander, J; Waldmann, P; Sillanpaa, MJ. 2003. Bayesian analysis of genetic differentiation between populations. GENETICS 163: 367-374.