{"id":44,"date":"2019-09-11T11:10:29","date_gmt":"2019-09-11T11:10:29","guid":{"rendered":"http:\/\/wp.lancs.ac.uk\/ingmarnolte\/?page_id=44"},"modified":"2025-09-08T09:34:09","modified_gmt":"2025-09-08T09:34:09","slug":"acf851-advanced-quantitative-methods","status":"publish","type":"page","link":"http:\/\/wp.lancs.ac.uk\/ingmarnolte\/acf851-advanced-quantitative-methods\/","title":{"rendered":"AcF851 &#8211; Advanced Quantitative Methods"},"content":{"rendered":"<table>\n<tbody>\n<tr>\n<td><span style=\"font-family: helvetica\"><b><span style=\"font-size: x-large\"><a href=\"http:\/\/wp.lancs.ac.uk\/ingmarnolte\/files\/2019\/09\/AcF851-Advanced-Quantitative-Methods-Aims-Outline-.pdf\"><span style=\"font-size: 14pt\">Course Outline &amp; Detailed Time Schedule (pdf)<\/span><\/a><\/span><\/b><\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-family: helvetica;font-size: 14pt\"><b>Outline &amp; Lecture Slides<\/b><\/span><\/td>\n<\/tr>\n<tr>\n<td>\n<table style=\"width: 100%;height: 478px\" border=\"0\" width=\"60%\">\n<tbody>\n<tr style=\"height: 19px\">\n<td style=\"width: 12.5%;height: 19px\"><\/td>\n<td style=\"width: 15.58%;height: 19px\"><\/td>\n<td style=\"width: 36.1712%;height: 19px\" align=\"center\" valign=\"top\"><span style=\"font-family: helvetica\"><b>zip<\/b><\/span><\/td>\n<td style=\"width: 12.0576%;height: 19px\" align=\"center\" valign=\"top\"><span style=\"font-family: helvetica\"><b>Readings\/Data<\/b><\/span><\/td>\n<td style=\"width: 23.3812%;height: 19px\"><span style=\"font-family: helvetica\"><span style=\"font-family: helvetica\"><b>Motivational<\/b><\/span><b style=\"font-family: helvetica\"> Song<\/b><\/span><\/td>\n<\/tr>\n<tr style=\"height: 41px\">\n<td style=\"width: 12.5%;height: 41px\"><span style=\"font-family: helvetica\"><b>Session 1<\/b><\/span><\/td>\n<td style=\"width: 15.58%;height: 41px\"><span style=\"font-family: helvetica\"><b>Fri, 10\/10\/2025<\/b><\/span><\/td>\n<td style=\"width: 36.1712%;height: 41px\" align=\"center\" valign=\"top\"><span style=\"font-family: helvetica\"><a href=\"https:\/\/www.lancaster.ac.uk\/staff\/nolte\/teaching\/AcF851-2019\/AcF851 - Review - Linear Regression Model.zip\">Review &#8211; Basics<\/a><\/span><\/td>\n<td style=\"width: 12.0576%;height: 41px\" align=\"center\" valign=\"top\"><span style=\"font-family: helvetica\"><a href=\"https:\/\/www.lancaster.ac.uk\/staff\/nolte\/teaching\/AcF851-2019\/AcF851 - Readings - Session 1.zip\">Readings<\/a><\/span><\/td>\n<td style=\"width: 23.3812%;height: 41px\"><a href=\"https:\/\/www.youtube.com\/watch?v=TMRYS9vxuR0\"><span style=\"font-family: helvetica\">Iron Maiden &#8211; Brave New World<\/span><\/a><\/td>\n<\/tr>\n<tr style=\"height: 39px\">\n<td style=\"width: 12.5%;height: 39px\" align=\"center\"><span style=\"font-family: helvetica\"><b>Session 2<\/b><\/span><\/td>\n<td style=\"width: 15.58%;height: 39px\" align=\"center\"><span style=\"font-family: helvetica\"><b>Fri, 17\/10\/2025<\/b><\/span><\/td>\n<td style=\"height: 79px;width: 48.2288%\" colspan=\"2\" rowspan=\"2\" align=\"center\">&nbsp;<\/p>\n<p><span style=\"font-family: helvetica\"><a href=\"https:\/\/www.lancaster.ac.uk\/staff\/nolte\/teaching\/AcF851-2019\/AcF851 - Session 2.zip\">Introduction Software and Data<\/a><\/span><\/td>\n<td style=\"width: 23.3812%;height: 79px\" rowspan=\"2\"><a href=\"https:\/\/www.youtube.com\/watch?v=o1tj2zJ2Wvg\">Guns N&#8217; Roses &#8211; Welcome To The Jungle<\/a><\/p>\n<p><a href=\"https:\/\/www.youtube.com\/watch?v=vj_rvLVpqg8\">AC\/DC &#8211; It&#8217;s a Long Way to the Top (If You Wanna Rock &#8216;n&#8217; Roll)<\/a><\/td>\n<\/tr>\n<tr style=\"height: 40px\">\n<td style=\"width: 12.5%;height: 40px\" align=\"center\"><span style=\"font-family: helvetica\"><b>Session 3<\/b><\/span><\/td>\n<td style=\"width: 15.58%;height: 40px\" align=\"center\"><span style=\"font-family: helvetica\"><b>Fri, 24\/10\/2025<\/b><\/span><\/td>\n<\/tr>\n<tr style=\"height: 40px\">\n<td style=\"width: 12.5%;height: 40px\" align=\"center\"><span style=\"font-family: helvetica\"><b>Session 4<\/b><\/span><\/td>\n<td style=\"width: 15.58%;height: 40px\" align=\"center\"><span style=\"font-family: helvetica\"><b>Fri, 31\/10\/2025<\/b><\/span><\/td>\n<td style=\"width: 36.1712%;height: 80px\" rowspan=\"2\" align=\"center\">&nbsp;<\/p>\n<p><span style=\"font-family: helvetica\"><a href=\"https:\/\/www.lancaster.ac.uk\/staff\/nolte\/teaching\/AcF851-2019\/AcF851 - Review - Asymptotic Theory.zip\">Asymptotic Theory<\/a><\/span><\/td>\n<td style=\"width: 12.0576%;height: 80px;text-align: left\" rowspan=\"2\" align=\"center\">&nbsp;<\/p>\n<p><span style=\"font-family: helvetica\"><a href=\"https:\/\/www.lancaster.ac.uk\/staff\/nolte\/teaching\/AcF851-2019\/AcF851 - Readings - Session 2.zip\">Readings<\/a><\/span><\/td>\n<td style=\"width: 23.3812%;text-align: left;height: 80px\" rowspan=\"2\"><a href=\"https:\/\/www.youtube.com\/watch?v=tAGnKpE4NCI\">Metallica &#8211; Nothing Else Matters<\/a><\/p>\n<p><a href=\"https:\/\/www.youtube.com\/watch?v=FhBnW7bZHEE\">Iron Maiden &#8211; The Writing on the Wall<\/a><\/td>\n<\/tr>\n<tr style=\"height: 40px\">\n<td style=\"width: 12.5%;height: 40px\" align=\"center\"><span style=\"font-family: helvetica\"><b>Session 5<\/b><\/span><\/td>\n<td style=\"width: 15.58%;height: 40px\" align=\"center\"><span style=\"font-family: helvetica\"><b>Fri,\u00a0 07\/11\/2025<\/b><\/span><\/td>\n<\/tr>\n<tr style=\"height: 40px\">\n<td style=\"width: 12.5%;height: 40px\" align=\"center\"><span style=\"font-family: helvetica\"><b>Session 6<\/b><\/span><\/td>\n<td style=\"width: 15.58%;height: 40px\" align=\"center\"><span style=\"font-family: helvetica\"><b>Fri, 14\/11\/2025<\/b><\/span><\/td>\n<td style=\"width: 36.1712%;height: 40px\" align=\"center\"><a href=\"http:\/\/wp.lancs.ac.uk\/ingmarnolte\/files\/2022\/11\/AcF851-Session-5-6.zip\"><span style=\"font-family: helvetica\">GMM<\/span><\/a><\/td>\n<td style=\"width: 12.0576%;height: 40px;text-align: left\" align=\"center\"><span style=\"font-family: helvetica\"><a href=\"https:\/\/www.lancaster.ac.uk\/staff\/nolte\/teaching\/AcF851-2019\/AcF851 - Readings - Session 3.zip\">Readings<\/a><\/span><\/td>\n<td style=\"width: 23.3812%;text-align: left;height: 40px\"><a href=\"https:\/\/www.youtube.com\/watch?v=u6LahTuw02c\"><span style=\"font-family: helvetica\">Metallica &#8211; Master of Puppets<\/span><\/a><\/td>\n<\/tr>\n<tr style=\"height: 99px\">\n<td style=\"width: 12.5%;height: 99px\" align=\"center\"><span style=\"font-family: helvetica\"><b>Session 7<\/b><\/span><\/td>\n<td style=\"width: 15.58%;height: 99px\" align=\"center\"><span style=\"font-family: helvetica\"><b>Fri, 21\/11\/2025<\/b><\/span><\/td>\n<td style=\"width: 36.1712%;height: 99px\" align=\"center\"><span style=\"font-family: helvetica\"><a href=\"https:\/\/www.lancaster.ac.uk\/staff\/nolte\/teaching\/AcF851-2019\/AcF851 - Univariate Time Series Analysis - Review.zip\">Monte Carlo Study, Times Series Modelling, Maximum Likelihood<\/a><\/span><\/p>\n<p><span style=\"font-family: helvetica\"><a href=\"https:\/\/www.lancaster.ac.uk\/staff\/nolte\/teaching\/AcF851-2019\/AcF851 - Volatility Models I.zip\">Volatility Modelling<\/a><\/span><\/td>\n<td style=\"width: 12.0576%;height: 99px;text-align: left\" align=\"center\"><\/td>\n<td style=\"width: 23.3812%;text-align: left;height: 99px\"><a href=\"https:\/\/www.youtube.com\/watch?v=nfoJENRrWjM\">Megadeth &#8211; Soldier On!<\/a><\/td>\n<\/tr>\n<tr style=\"height: 40px\">\n<td style=\"width: 12.5%;height: 40px\" align=\"center\"><span style=\"font-family: helvetica\"><b>Session 8<\/b><\/span><\/td>\n<td style=\"width: 15.58%;height: 40px\" align=\"center\"><span style=\"font-family: helvetica\"><b>Fri, 28\/11\/2025<\/b><\/span><\/td>\n<td style=\"width: 36.1712%;height: 40px\" align=\"center\"><a href=\"http:\/\/wp.lancs.ac.uk\/ingmarnolte\/files\/2022\/12\/Session-8-1.zip\"><span style=\"font-family: helvetica\">High Frequency Econometrics I<\/span><\/a><\/td>\n<td style=\"width: 12.0576%;height: 80px;text-align: left\" rowspan=\"2\" align=\"center\"><a href=\"http:\/\/wp.lancs.ac.uk\/ingmarnolte\/files\/2021\/12\/AcF851-Readings-Session-HFF.zip\"><span style=\"font-family: helvetica\">Readings<\/span><\/a><\/td>\n<td style=\"width: 23.3812%;text-align: left;height: 80px\" rowspan=\"2\"><a href=\"https:\/\/www.youtube.com\/watch?v=CD-E-LDc384\"><span style=\"font-family: helvetica\">Metallica &#8211; Enter Sandman<\/span><\/a><\/p>\n<p><a href=\"https:\/\/www.youtube.com\/watch?v=IyPZG6YGCqk\">Anthrax &#8211; In the End<\/a><\/p>\n<p><a href=\"https:\/\/www.youtube.com\/watch?v=CwED4C5FJuo\">Nightwish &#8211; Over the Hills and Far Away<\/a><\/td>\n<\/tr>\n<tr style=\"height: 40px\">\n<td style=\"width: 12.5%;height: 40px\" align=\"center\"><span style=\"font-family: helvetica\"><b>Session 9 <\/b><\/span><\/td>\n<td style=\"width: 15.58%;height: 40px\" align=\"center\"><span style=\"font-family: helvetica\"><b>Fri, 05\/12\/2025<\/b><\/span><\/td>\n<td style=\"width: 36.1712%;height: 40px\" align=\"center\"><span style=\"font-family: helvetica\"><a href=\"https:\/\/www.lancaster.ac.uk\/staff\/nolte\/teaching\/AcF851-2019\/AcF851 - Session 9.zip\">High Frequency Econometrics II<\/a><\/span><\/p>\n<p><a href=\"http:\/\/wp.lancs.ac.uk\/ingmarnolte\/files\/2021\/12\/Session-10.zip\">Realized Volatility<\/a><\/td>\n<\/tr>\n<tr style=\"height: 40px\">\n<td style=\"width: 12.5%;height: 40px\" align=\"center\"><span style=\"font-family: helvetica\"><b>Session 10<\/b><\/span><\/td>\n<td style=\"width: 15.58%;height: 40px\" align=\"center\"><span style=\"font-family: helvetica\"><b>Tue, 12\/12\/2025<\/b><\/span><\/td>\n<td style=\"width: 36.1712%;height: 40px\" align=\"center\"><span style=\"font-family: helvetica\"><b>ASSESSMENT, CHC &#8211; Charles Carter A05 13:00-16:00<\/b><\/span><\/td>\n<td style=\"width: 12.0576%;height: 40px;text-align: left\" align=\"center\"><\/td>\n<td style=\"width: 23.3812%;text-align: left;height: 40px\"><a href=\"https:\/\/www.youtube.com\/watch?v=K5jvUXij7nU\">Megadeth &#8211; Symphony of Destruction<\/a><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/td>\n<\/tr>\n<tr>\n<td><\/td>\n<\/tr>\n<tr>\n<td>\n<p align=\"center\"><span style=\"color: #ff0000;font-family: helvetica\"><b>Additional Course Material will be made available soon!<\/b><\/span><\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n","protected":false},"excerpt":{"rendered":"<p>Course Outline &amp; Detailed Time Schedule (pdf) Outline &amp; Lecture Slides zip Readings\/Data Motivational Song Session 1 Fri, 10\/10\/2025 Review &#8211; Basics Readings Iron Maiden &#8211; Brave New World Session 2 Fri, 17\/10\/2025 &nbsp; Introduction Software and Data Guns N&#8217; Roses &#8211; Welcome To The Jungle AC\/DC &#8211; It&#8217;s a Long Way to the Top&hellip;<\/p>\n","protected":false},"author":1184,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-44","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"http:\/\/wp.lancs.ac.uk\/ingmarnolte\/wp-json\/wp\/v2\/pages\/44","targetHints":{"allow":["GET"]}}],"collection":[{"href":"http:\/\/wp.lancs.ac.uk\/ingmarnolte\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"http:\/\/wp.lancs.ac.uk\/ingmarnolte\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"http:\/\/wp.lancs.ac.uk\/ingmarnolte\/wp-json\/wp\/v2\/users\/1184"}],"replies":[{"embeddable":true,"href":"http:\/\/wp.lancs.ac.uk\/ingmarnolte\/wp-json\/wp\/v2\/comments?post=44"}],"version-history":[{"count":51,"href":"http:\/\/wp.lancs.ac.uk\/ingmarnolte\/wp-json\/wp\/v2\/pages\/44\/revisions"}],"predecessor-version":[{"id":454,"href":"http:\/\/wp.lancs.ac.uk\/ingmarnolte\/wp-json\/wp\/v2\/pages\/44\/revisions\/454"}],"wp:attachment":[{"href":"http:\/\/wp.lancs.ac.uk\/ingmarnolte\/wp-json\/wp\/v2\/media?parent=44"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}