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.
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V. Papyan, J. Sulam, und M. Elad. (2017)cite arxiv:1707.06066Comment: This is the journal version of arXiv:1607.02005 and arXiv:1607.02009, accepted to IEEE Transactions on Signal Processing.
B. Ghojogh, M. Sikaroudi, H. Tizhoosh, F. Karray, und M. Crowley. (2020)cite arxiv:2004.01857Comment: Accepted (to appear) in International Conference on Image Analysis and Recognition (ICIAR) 2020, Springer.
C. Blundell, J. Cornebise, K. Kavukcuoglu, und D. Wierstra. Proceedings of the 32nd International Conference on Machine Learning, Volume 37 von Proceedings of Machine Learning Research, Seite 1613--1622. Lille, France, PMLR, (07--09 Jul 2015)
A. Fisher, und E. Kennedy. (2018)cite arxiv:1810.03260Comment: This manuscript version includes 2 additional supplemental figures to further aid intuition. In total: 4 figures, 36 pages (double spaced).
H. Li, Z. Xu, G. Taylor, C. Studer, und T. Goldstein. (2017)cite arxiv:1712.09913Comment: NIPS 2018 (extended version, 10.5 pages), code is available at https://github.com/tomgoldstein/loss-landscape.