Witten, Daniela

An Introduction to Statistical Learning

James, G., Witten, D., Hastie, T., & Tibshirani, R. (2013) · Springer Texts in Statistics

Statistical Methods and ApplicationsStatistical Methods and Inference

Cited by 12,106

A general framework for estimating the relative pathogenicity of human genetic variants

Kircher, M., Witten, D. M., Jain, P., O'Roak, B. J., Cooper, G. M., & Shendure, J. (2014) · Nature Genetics

Genomics and Rare DiseasesGenetic Associations and Epidemiology

Cited by 6,183

CADD: predicting the deleteriousness of variants throughout the human genome

Rentzsch, P., Witten, D., Cooper, G. M., Shendure, J., & Kircher, M. (2019) · Nucleic Acids Research

Genomics and Rare DiseasesGenetic Associations and Epidemiology

Cited by 3,534

A framework for feature selection in clustering

Witten, D. M., & Tibshirani, R. (2010) · Journal of the American Statistical Association

Statistical Methods and InferenceAdvanced Clustering Algorithms Research

Cited by 696

Massively parallel functional dissection of mammalian enhancers in vivo

Patwardhan, R. P., Hiatt, J. B., Witten, D. M., Kim, M. J., Smith, R. P., May, D., Lee, C., Andrie, J. M., Lee, S.-I., Cooper, G. M., et al. (2012) · Nature Biotechnology

Genomics and Chromatin DynamicsCRISPR and Genetic Engineering

Cited by 536

Normalization, testing, and false discovery rate estimation for RNA-sequencing data

Li, J., Witten, D. M., Johnstone, I. M., & Tibshirani, R. (2012) · Biostatistics

Gene expression and cancer classificationGenomics and Phylogenetic Studies

Cited by 369

A systematic comparison reveals substantial differences in chromosomal versus episomal encoding of enhancer activity

Inoue, F., Kircher, M., Martin, B., Cooper, G. M., Witten, D. M., McManus, M. T., Ahituv, N., & Shendure, J. (2017) · Genome Research

Genomics and Chromatin DynamicsChromatin Remodeling and Cancer

Cited by 331

Whole exome sequencing study identifies novel rare and common Alzheimer’s-Associated variants involved in immune response and transcriptional regulation

Bis, J. C., Jian, X., Kunkle, B. W., Chen, Y., Hamilton-Nelson, K. L., Bush, W. S., Salerno, W. J., Lancour, D., Ma, Y., Renton, A. E., et al. (2020) · Molecular Psychiatry

Alzheimer's disease research and treatmentsDementia and Cognitive Impairment Research

Cited by 248

Selective Inference for Hierarchical Clustering

Gao, L. L., Bien, J., & Witten, D. (2020) · arXiv

Statistical Methods and InferenceStatistical Methods in Clinical Trials

Cited by 6