{"id":441,"date":"2023-06-13T14:39:10","date_gmt":"2023-06-13T21:39:10","guid":{"rendered":"https:\/\/live-usc-dornsife.pantheonsite.io\/larry-goldstein\/?page_id=441"},"modified":"2023-06-20T13:15:18","modified_gmt":"2023-06-20T20:15:18","slug":"aim-resources","status":"publish","type":"page","link":"https:\/\/dornsife.usc.edu\/larry-goldstein\/aim-resources\/","title":{"rendered":"AIM Resources"},"content":{"rendered":"\n\n  \n    \n\n\n\n\n\n\n<div\n  class=\"cc--component-container cc--rich-text \"\n\n  \n  \n  \n  \n  \n  \n  >\n  <div class=\"c--component c--rich-text\"\n    \n      >\n\n    \n      \n<div class=\"f--field f--wysiwyg\">\n\n    \n  <p><strong>The bootstrap and empirical measures:<\/strong><\/p>\n<p><a href=\"https:\/\/www.nature.com\/articles\/srep28955\">Comparison of large networks with sub-sampling strategies<\/a>; Ali, Wegner, Gaunt, Deane and Reinert<\/p>\n<p>Stein Discrepancies:<\/p>\n<p><a href=\"https:\/\/dornsife.usc.edu\/larry-goldstein\/wp-content\/uploads\/sites\/221\/2023\/06\/1709.08795.pdf\">On Stein\u2019s Identity and Near-Optimal Estimation in High-dimensional Index Models<\/a>; Yang, Balasubramanian and Liu<\/p>\n<p><a href=\"https:\/\/dornsife.usc.edu\/larry-goldstein\/wp-content\/uploads\/sites\/221\/2023\/06\/scalable.pdf\">Scalable Approximations for Generalized Linear Problems<\/a>; Erdogdu, Bayati and Dicker<\/p>\n<p><a href=\"https:\/\/dornsife.usc.edu\/larry-goldstein\/wp-content\/uploads\/sites\/221\/2023\/06\/1609.08512.pdf\">Non-Gaussian Observations in Nonlinear Compressed Sensing via Stein Discrepancies<\/a>; Goldstein and Wei<\/p>\n<p><strong>Distributional Approximation<\/strong><\/p>\n<p><a href=\"https:\/\/arxiv.org\/abs\/1309.4183\">Generalized gamma approximation with rates for urns, walks and trees<\/a>; Pek\u00f6z, R\u00f6llin and Ross<\/p>\n<p>Some General References on Stein&#8217;s Method:<\/p>\n<p><a href=\"https:\/\/link.springer.com\/book\/10.1007%2F978-3-642-15007-4\">Normal Approximation by Stein&#8217;s Method<\/a>; Chen, Goldstein and Shao<\/p>\n<p><a href=\"https:\/\/arxiv.org\/abs\/1109.1880\">Fundamental&#8217;s of Stein&#8217;s Method<\/a>; Ross<\/p>\n\n\n\n<\/div>\n\n\n  <\/div><\/div>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":370,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"footnotes":""},"class_list":["post-441","page","type-page","status-publish","hentry"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.1.1 - 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