Karim Oualkacha
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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
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
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
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
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
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
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
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
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
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
On the estimation of an average rigid body motion
K Oualkacha, LP Rivest
Biometrika 99 (3), 585-598, 2012
A coordinate descent algorithm for computing penalized smooth quantile regression
A Mkhadri, M Ouhourane, K Oualkacha
Statistics and Computing 27 (4), 865-883, 2017
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
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
A new statistical model for random unit vectors
K Oualkacha, LP Rivest
Journal of multivariate analysis 100 (1), 70-80, 2009
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
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
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
A rare variant association test in family‐based designs and non‐normal quantitative traits
L Lakhal‐Chaieb, K Oualkacha, BJ Richards, CMT Greenwood
Statistics in medicine 35 (6), 905-921, 2016
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
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