A rare variant in APOC3 is associated with plasma triglyceride and VLDL levels in Europeans NJ Timpson, K Walter, JL Min, I Tachmazidou, G Malerba, SY Shin, ... Nature communications 5, 4871, 2014 | 83 | 2014 |
Adjusted sequence kernel association test for rare variants controlling for cryptic and family relatedness K Oualkacha, Z Dastani, R Li, PE Cingolani, TD Spector, CJ Hammond, ... Genetic epidemiology 37 (4), 366-376, 2013 | 74 | 2013 |
On Path to Informing Hierarchy of Eplet Mismatches as Determinants of Kidney Transplant Loss H Mohammadhassanzadeh, K Oualkacha, W Zhang, W Klement, ... Kidney International Reports, 2021 | 34 | 2021 |
Specific expression of novel long non-coding RNAs in high-hyperdiploid childhood acute lymphoblastic leukemia M Lajoie, S Drouin, M Caron, P St-Onge, M Ouimet, R Gioia, MH Lafond, ... PloS one 12 (3), 2017 | 30 | 2017 |
Gene coexpression analyses differentiate networks associated with diverse cancers harboring TP53 missense or null mutations K Oros Klein, K Oualkacha, MH Lafond, S Bhatnagar, PN Tonin, ... Frontiers in genetics 7, 137, 2016 | 25 | 2016 |
A method for analyzing multiple continuous phenotypes in rare variant association studies allowing for flexible correlations in variant effects J Sun, K Oualkacha, V Forgetta, HF Zheng, JB Richards, A Ciampi, ... European journal of human genetics 24 (9), 1344-1351, 2016 | 24 | 2016 |
Principal components of heritability for high dimension quantitative traits and general pedigrees K Oualkacha, A Labbe, A Ciampi, MA Roy, M Maziade Statistical Applications in Genetics and Molecular Biology 11 (2), 2012 | 23 | 2012 |
Inaccuracies in epitope repertoire estimations when using multilocus allele‐level HLA genotype imputation tools Y D'Souza, A Ferradji, CL Saw, K Oualkacha, L Richard, G Popradi, ... HLA 92 (1), 33-39, 2018 | 21 | 2018 |
Constrained instruments and their application to Mendelian randomization with pleiotropy L Jiang, K Oualkacha, V Didelez, A Ciampi, P Rosa‐Neto, AL Benedet, ... Genetic epidemiology 43 (4), 373-401, 2019 | 20 | 2019 |
A coordinate descent algorithm for computing penalized smooth quantile regression A Mkhadri, M Ouhourane, K Oualkacha Statistics and Computing 27 (4), 865-883, 2017 | 16 | 2017 |
The cluster correlation-network support vector machine for high-dimensional binary classification R Kharoubi, K Oualkacha, A Mkhadri Journal of Statistical Computation and Simulation 89 (6), 1020-1043, 2019 | 15 | 2019 |
On the estimation of an average rigid body motion K Oualkacha, LP Rivest Biometrika 99 (3), 585-598, 2012 | 14 | 2012 |
A new GEE method to account for heteroscedasticity, using asymmetric least-square regressions A Barry, K Oualkacha, A Charpentier arXiv preprint arXiv:1810.09214, 2018 | 13* | 2018 |
Principal component of explained variance: an efficient and optimal data dimension reduction framework for association studies M Turgeon, K Oualkacha, A Ciampi, H Miftah, G Dehghan, BW Zanke, ... Statistical methods in medical research 27 (5), 1331-1350, 2018 | 13 | 2018 |
Simultaneous SNP selection and adjustment for population structure in high dimensional prediction models SR Bhatnagar, Y Yang, T Lu, E Schurr, JC Loredo-Osti, M Forest, ... PLoS genetics 16 (5), e1008766, 2020 | 12 | 2020 |
Causal modeling in a multi-omic setting: insights from GAW20 J Auerbach, R Howey, L Jiang, A Justice, L Li, K Oualkacha, ... BMC genetics 19 (1), 73-79, 2018 | 11 | 2018 |
Performance of an allele‐level multi‐locus HLA genotype imputation tool in hematopoietic stem cell donors from Quebec A Ferradji, Y D'Souza, CL Saw, K Oualkacha, L Richard, ... Immunity, inflammation and disease 5 (4), 551-559, 2017 | 11 | 2017 |
A new statistical model for random unit vectors K Oualkacha, LP Rivest Journal of multivariate analysis 100 (1), 70-80, 2009 | 11 | 2009 |
The Kendall Interaction Filter for Variable Interaction Screening in Ultra High Dimensional Classification Problems Y Anzarmou, A Mkhadri, K Oualkacha arXiv preprint arXiv:2010.06688, 2020 | 9* | 2020 |
A smoothed EM-algorithm for DNA methylation profiles from sequencing-based methods in cell lines or for a single cell type L Lakhal-Chaieb, CMT Greenwood, M Ouhourane, K Zhao, B Abdous, ... Statistical Applications in Genetics and Molecular Biology 16 (5-6), 313-331, 2017 | 9 | 2017 |