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Markku Kuismin
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Estimation of covariance and precision matrix, network structure, and a view toward systems biology
MO Kuismin, MJ Sillanpää
Wiley Interdisciplinary Reviews: Computational Statistics 9 (6), e1415, 2017
422017
Precision matrix estimation with ROPE
MO Kuismin, JT Kemppainen, MJ Sillanpää
Journal of Computational and Graphical Statistics 26 (3), 682-694, 2017
322017
Use of Wishart prior and simple extensions for sparse precision matrix estimation
M Kuismin, MJ Sillanpää
PloS one 11 (2), e0148171, 2016
232016
CONE: community oriented network estimation is a versatile framework for inferring population structure in large-scale sequencing data
MO Kuismin, J Ahlinder, MJ Sillanpӓӓ
G3: Genes, Genomes, Genetics 7 (10), 3359-3377, 2017
122017
Dispersal in a house sparrow metapopulation: An integrative case study of genetic assignment calibrated with ecological data and pedigree information
D Saatoglu, AK Niskanen, M Kuismin, PS Ranke, IJ Hagen, ...
Molecular Ecology 30 (19), 4740-4756, 2021
112021
Ankle fractures in Finland: 118,929 operatively treated between 1987 and 2019
V Happonen, H Kröger, M Kuismin, S Reijo
Acta Orthopaedica 93, 327, 2022
72022
Genetic assignment of individuals to source populations using network estimation tools
M Kuismin, D Saatoglu, AK Niskanen, H Jensen, MJ Sillanpää
Methods in Ecology and Evolution 11 (2), 333-344, 2020
72020
Capacitated spatial clustering with multiple constraints and attributes
L Ruha, T Lähderanta, L Lovén, T Leppänen, J Riekki, MJ Sillanpää
arXiv preprint arXiv:2010.06333, 2021
62021
MCPeSe: Monte Carlo penalty selection for graphical lasso
M Kuismin, MJ Sillanpää
Bioinformatics 37 (5), 726-727, 2021
52021
Gap-com: general model selection criterion for sparse undirected gene networks with nontrivial community structure
M Kuismin, F Dodangeh, MJ Sillanpää
G3 12 (2), jkab437, 2022
2022
On regularized estimation methods for precision and covariance matrix and statistical network inference
M Kuismin
University of Oulu, 2018
2018
EM-ja MCEM-algoritmi apuvälineenä suurimman uskottavuuden estimoinnissa
M Kuismin
M. Kuismin, 2013
2013
The intersection of location-allocation and partitional clustering
T Lähderanta, L Lovén, L Ruha, T Leppänen, M Kuismin, I Launonen, ...
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Articles 1–13