| Tensor regression with applications in neuroimaging data analysis H Zhou, L Li, H Zhu Journal of American Statistical Association 108 (502), 540-552, 2013 | 785 | 2013 |
| Testing in Microbiome-Profiling Studies with MiRKAT, the Microbiome Regression-Based Kernel Association Test N Zhao, J Chen, IM Carroll, T Ringel-Kulka, MP Epstein, H Zhou, J Zhou, ... The American Journal of Human Genetics 96 (5), 797–807, 2015 | 355 | 2015 |
| Regularized matrix regression H Zhou, L Li Journal of the Royal Statistical Society: Series B 76 (2), 463–483, 2014 | 278 | 2014 |
| Tucker Tensor Regression and Neuroimaging Analysis X Li, H Zhou, L Li Statistics in Biosciences 10 (3), 520-545, 2018 | 247 | 2018 |
| A quasi-Newton acceleration for high-dimensional optimization algorithms H Zhou, D Alexander, K Lange Statistics and Computing 21 (2), 261-273, 2011 | 230 | 2011 |
| Association screening of common and rare genetic variants by penalized regression H Zhou, M Sehl, J Sinsheimer, K Lange Bioinformatics 26 (19), 2357-2382, 2010 | 188 | 2010 |
| Algorithms for fitting the constrained lasso BR Gaines, J Kim, H Zhou Journal of Computational and Graphical Statistics 27 (4), 861-871, 2018 | 182 | 2018 |
| Mendel: the Swiss army knife of genetic analysis programs K Lange, JC Papp, JS Sinsheimer, R Sripracha, H Zhou, E Sobel Bioinformatics 29 (12), 1568-1570, 2013 | 152 | 2013 |
| Regression models for multivariate count data Y Zhang, H Zhou, J Zhou, W Sun Journal of Computational and Graphical Statistics 26 (1), 1-13, 2017 | 112 | 2017 |
| MM algorithms for some discrete multivariate distributions H Zhou, K Lange Journal of Computational and Graphical Statistics 19 (3), 656-665, 2010 | 82 | 2010 |
| Provable convex co-clustering of tensors EC Chi, BJ Gaines, WW Sun, H Zhou, J Yang Journal of Machine Learning Research 21 (214), 1-58, 2020 | 79 | 2020 |
| Genotype imputation via matrix completion E Chi, H Zhou, G Chen, D Ortega, K Lange Genome Research 23, 509-518, 2013 | 78 | 2013 |
| Imaging genetics via sparse canonical correlation analysis E Chi, G Allen, H Zhou, O Kohannim, K Lange, P Thompson 2013 IEEE 10th International Symposium on Biomedical Imaging (ISBI), 740-743, 2013 | 71 | 2013 |
| Ordered multinomial regression for genetic association analysis of ordinal phenotypes at Biobank scale CA German, JS Sinsheimer, YC Klimentidis, H Zhou, JJ Zhou Genetic epidemiology 44 (3), 248-260, 2020 | 69 | 2020 |
| Distance majorization and its applications E Chi, H Zhou, K Lange Mathematical Programming 146 (1), 409–436, 2014 | 63 | 2014 |
| MM algorithms for variance components models H Zhou, L Hu, J Zhou, K Lange Journal of Computational and Graphical Statistics 28 (2), 350-361, 2019 | 60 | 2019 |
| Fitting analysis and research of measured data of SAW micro-pressure sensor based on BP neural network Y Li, J Li, J Huang, H Zhou Measurement 155, 107533, 2020 | 58 | 2020 |
| On the bumpy road to the dominant mode H Zhou, K Lange Scandinavian Journal of Statistics 37 (4), 612-631, 2010 | 57 | 2010 |
| Graphics Processing Units and High-Dimensional Optimization H Zhou, K Lange, M Suchard Statistical Science 25 (3), 311-324, 2010 | 57 | 2010 |
| MM algorithms for geometric and signomial programming K Lange, H Zhou Mathematical Programming 143 (1), 339-356, 2014 | 55 | 2014 |
Kenneth LangeRosenfeld Professor of Computational Medicine, Human Genetics, and Statistics, UCLAVerified email at ucla.edu
