{"id":63302,"date":"2022-04-15T17:45:32","date_gmt":"2022-04-15T21:45:32","guid":{"rendered":"https:\/\/www.hajim.rochester.edu\/senior-design-day\/?p=63302"},"modified":"2022-09-12T16:24:32","modified_gmt":"2022-09-12T20:24:32","slug":"macrox-nightlights","status":"publish","type":"post","link":"https:\/\/www.hajim.rochester.edu\/senior-design-day\/macrox-nightlights\/","title":{"rendered":"MacroX-Nightlights"},"content":{"rendered":"\r\n

Team<\/h2>\r\n\r\n\r\n\r\n

Letian Shi<\/p>\r\n\r\n\r\n\r\n

Yiheng Mao<\/p>\r\n\r\n\r\n\r\n

Zhiyu Lei<\/p>\r\n\r\n\r\n\r\n

Alexander Crystal<\/p>\r\n\r\n\r\n\r\n

Mentor<\/h2>\r\n\r\n\r\n\r\n

Ajay Anand<\/p>\r\n

Abstract<\/span><\/p>\r\n\r\n\r\n\r\n

\r\n
\r\n
\r\n

This project pursues an idea from our sponsor, MacroX, to leverage a novel feature in predicting economic activity. We use \u00a0NASA data of city nightlights to forecast various economic indicators for commercial alpha (excess return on investments above the benchmark).<\/p>\r\n

Design Showcase Poster<\/a><\/h2>\r\n

 <\/p>\r\n<\/div>\r\n<\/div>\r\n<\/div>\r\n","protected":false},"excerpt":{"rendered":"

This project uses the luminescence of the nighttime sky as a predictive features for economic activity.<\/p>\n","protected":false},"author":6242,"featured_media":107472,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_coblocks_attr":"","_coblocks_dimensions":"","_coblocks_responsive_height":"","_coblocks_accordion_ie_support":"","_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":""},"categories":[106,3006],"tags":[],"coauthors":[8612],"class_list":["post-63302","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-dsc-archive","category-machine-learning-archive"],"acf":[],"yoast_head":"\nMacroX-Nightlights - Senior Design Day<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.hajim.rochester.edu\/senior-design-day\/macrox-nightlights\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"MacroX-Nightlights - 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