An introductory-level textbook in statistics covering descriptive and inferential statistics. Each chapter has links to related texts, instructional demos, and free statistical analysis programs. Author is David M. Lane, Rice University departments of statistics, psychology, and management.
C. Canonne. (2020)cite arxiv:2002.11457Comment: This is a review article; its intent is not to provide new results, but instead to gather known (and useful) ones, along with their proofs, in a single convenient location.
I. Diakonikolas, D. Kane, and A. Stewart. (2016)cite arxiv:1611.03473Comment: Changes from v1: Revised presentation. Added more applications of the technique (SQ lower bounds for robust sparse mean estimation and robust covariance estimation in spectral norm). Sharpened testing lower bound to linear in the dimension (compared to nearly-linear in first version).