Department of Statistics / en Innovative approaches propel STAT 250 to new heights at 海角社区 /news/2025-03/innovative-approaches-propel-stat-250-new-heights-george-mason-university <span>Innovative approaches propel STAT 250 to new heights at 海角社区 </span> <span><span>Teresa Donnellan</span></span> <span>Mon, 03/31/2025 - 10:40</span> <div class="layout layout--gmu layout--twocol-section layout--twocol-section--30-70"> <div class="layout__region region-first"> <div data-block-plugin-id="field_block:node:news_release:field_associated_people" class="block block-layout-builder block-field-blocknodenews-releasefield-associated-people"> <h2>In This Story</h2> <div class="field field--name-field-associated-people field--type-entity-reference field--label-visually_hidden"> <div class="field__label visually-hidden">People Mentioned in This Story</div> <div class="field__items"> <div class="field__item"><a href="/profiles/kstrazze" hreflang="und">Kenneth Strazzeri</a></div> </div> </div> </div> </div> <div class="layout__region region-second"> <div data-block-plugin-id="field_block:node:news_release:body" class="block block-layout-builder block-field-blocknodenews-releasebody"> <div class="field field--name-body field--type-text-with-summary field--label-visually_hidden"> <div class="field__label visually-hidden">Body</div> <div class="field__item"><p class="Paragraph SCXW73054086 BCX0"><span class="TextRun SCXW73054086 BCX0 NormalTextRun intro-text" lang="EN-US" xml:lang="EN-US" xml:lang="EN-US">Many university students taking a general education statistics course might be tempted to shirk attendance. But 海角社区鈥檚 STAT 250 Introductory Statistics I boasts an impressive attendance rate of 80% across its sections. With between eight and ten sections per semester, the course is offered in-person and online both synchronously and asynchronously. It serves as one of the most popular quantitative reasoning courses in </span><a href="https://masoncore.gmu.edu/"><span class="TextRun SCXW73054086 BCX0 NormalTextRun intro-text" lang="EN-US" xml:lang="EN-US" xml:lang="EN-US">Mason Core</span></a><span class="TextRun SCXW73054086 BCX0 NormalTextRun intro-text" lang="EN-US" xml:lang="EN-US" xml:lang="EN-US">, the university's general education program, with enrollments of nearly one thousand students per semester.</span><span class="EOP SCXW73054086 BCX0 intro-text">聽</span></p> <p class="Paragraph SCXW73054086 BCX0"><span class="TextRun SCXW73054086 BCX0 NormalTextRun" lang="EN-US" xml:lang="EN-US" xml:lang="EN-US">The course鈥檚 success can be attributed in part to Associate Professor </span><a class="Hyperlink SCXW73054086 BCX0" href="/profiles/kstrazze" target="_blank"><span class="TextRun Underlined SCXW73054086 BCX0 NormalTextRun" lang="EN-US" xml:lang="EN-US" xml:lang="EN-US">Kenneth Strazzeri</span></a><span class="TextRun SCXW73054086 BCX0 NormalTextRun" lang="EN-US" xml:lang="EN-US" xml:lang="EN-US">, the course coordinator. Strazzeri tweaks the curriculum each semester to optimize student engagement.聽</span><span class="EOP SCXW73054086 BCX0">聽</span></p> <figure role="group" class="align-right"><div> <div class="field field--name-image field--type-image field--label-hidden field__item"> <img src="/sites/g/files/yyqcgq291/files/styles/small_content_image/public/2025-03/kenneth_strazzeri_1080x1080.png?itok=aQ_FDTcr" width="350" height="350" loading="lazy" /></div> </div> <figcaption>Kenneth Strazzeri, Photo by Office of University Branding</figcaption></figure><p class="Paragraph SCXW73054086 BCX0"><span class="TextRun SCXW73054086 BCX0 NormalTextRun" lang="EN-US" xml:lang="EN-US" xml:lang="EN-US">鈥淚 want students to succeed. That's been my number one goal since taking this type of role at Mason,鈥 said Strazzeri. 鈥淲hen exposed to statistics again, I want them to think back and say, 鈥極h, I remember that. I took stat, and I had a good handle on these basic concepts.鈥欌</span><span class="EOP SCXW73054086 BCX0">聽</span></p> <p class="Paragraph SCXW73054086 BCX0"><span class="TextRun SCXW73054086 BCX0 NormalTextRun" lang="EN-US" xml:lang="EN-US" xml:lang="EN-US">Strazzeri鈥檚 rich background in statistics education makes him ideal for his role. He holds a PhD in mathematics education and an MS in statistics from the University of Virginia.</span><span class="EOP SCXW73054086 BCX0">聽</span></p> <p class="Paragraph SCXW73054086 BCX0"><span class="TextRun SCXW73054086 BCX0 NormalTextRun" lang="EN-US" xml:lang="EN-US" xml:lang="EN-US">In STAT 250, Strazzeri focuses on increasing student engagement through various motivational strategies. Attendance bonuses and small incentives for completing course evaluations were introduced to encourage students to actively participate. Another key improvement was the restructuring of assignments. Previously, students were required to complete three major assignments, but these have now been split into six smaller assignments, a change that allows for more frequent feedback and helps students stay on track throughout the semester.</span><span class="EOP SCXW73054086 BCX0">聽</span></p> <p class="Paragraph SCXW73054086 BCX0"><span class="TextRun SCXW73054086 BCX0 NormalTextRun" lang="EN-US" xml:lang="EN-US" xml:lang="EN-US">One course innovation that excites Strazzeri has been the introduction of simulation-based methods to teach statistical inference, a process used to draw conclusions about a population based on a sample of data taken from that population.</span><span class="EOP SCXW73054086 BCX0">聽</span></p> <p class="Paragraph SCXW73054086 BCX0"><span class="TextRun SCXW73054086 BCX0 NormalTextRun" lang="EN-US" xml:lang="EN-US" xml:lang="EN-US">"We are teaching inference at an informal level first to then get to probability and modeling," Strazzeri explained.聽</span><span class="EOP SCXW73054086 BCX0">聽</span></p> <p class="Paragraph SCXW73054086 BCX0"><span class="TextRun SCXW73054086 BCX0 NormalTextRun" lang="EN-US" xml:lang="EN-US" xml:lang="EN-US">This approach helps students grasp complex concepts related to statistical inference such as the interpretation of a confidence interval by using simulation methods such as bootstrapping鈥攁 technique used to estimate the variation of a sample statistic using only the original sample selected鈥攁t an informal level before delving into more formal methods.</span><span class="EOP SCXW73054086 BCX0">聽</span></p> <p class="Paragraph SCXW73054086 BCX0"><span class="TextRun SCXW73054086 BCX0 NormalTextRun" lang="EN-US" xml:lang="EN-US" xml:lang="EN-US">Looking ahead, Strazzeri is excited about the future of STAT 250, particularly with the transition to the Canvas learning management system. He is working with Instructional Designer Abigail Smith in </span><a class="Hyperlink SCXW73054086 BCX0" href="https://stearnscenter.gmu.edu/" target="_blank"><span class="TextRun Underlined SCXW73054086 BCX0 NormalTextRun" lang="EN-US" xml:lang="EN-US" xml:lang="EN-US">George Mason鈥檚 Stearns Center for Teaching and Learning</span></a><span class="TextRun SCXW73054086 BCX0 NormalTextRun" lang="EN-US" xml:lang="EN-US" xml:lang="EN-US"> to make the course even more interactive and user-friendly.聽</span><span class="EOP SCXW73054086 BCX0">聽</span></p> <blockquote><p class="Paragraph SCXW73054086 BCX0"><span class="TextRun SCXW73054086 BCX0 NormalTextRun" lang="EN-US" xml:lang="EN-US" xml:lang="EN-US">"The future of STAT 250 is bright because of the new design in Canvas," Strazzeri said. Their plans include embedding questions in instructional videos and using those questions live during in-person classes to enhance student interaction and understanding.</span><span class="EOP SCXW73054086 BCX0">聽</span></p> </blockquote> <p class="Paragraph SCXW73054086 BCX0"><span class="TextRun SCXW73054086 BCX0 NormalTextRun" lang="EN-US" xml:lang="EN-US" xml:lang="EN-US">Overall, the efforts led by Strazzeri have significantly improved the learning experience in STAT 250. By incorporating modern teaching methods, restructuring assignments, and increasing student engagement, the Department of Statistics is ensuring students not only succeed in the course but also develop a strong foundation in statistical concepts.聽</span><span class="EOP SCXW73054086 BCX0">聽</span></p> </div> </div> </div> <div data-block-plugin-id="field_block:node:news_release:field_content_topics" class="block block-layout-builder block-field-blocknodenews-releasefield-content-topics"> <h2>Topics</h2> <div class="field field--name-field-content-topics field--type-entity-reference field--label-visually_hidden"> <div class="field__label visually-hidden">Topics</div> <div class="field__items"> <div class="field__item"><a href="/taxonomy/term/7351" hreflang="en">Department of Statistics</a></div> <div class="field__item"><a href="/taxonomy/term/4891" hreflang="en">Statistics</a></div> <div class="field__item"><a href="/taxonomy/term/7631" hreflang="en">Statistics Faculty</a></div> <div class="field__item"><a href="/taxonomy/term/14976" hreflang="en">Mason Core</a></div> <div class="field__item"><a href="/taxonomy/term/336" hreflang="en">Students</a></div> </div> </div> </div> </div> </div> Mon, 31 Mar 2025 14:40:51 +0000 Teresa Donnellan 116526 at Cherry Blossom predictions are in! Will AI bloom or bust? /news/2025-03/cherry-blossom-predictions-are-will-ai-bloom-or-bust <span>Cherry Blossom predictions are in! Will AI bloom or bust?</span> <span><span>Nathan Kahl</span></span> <span>Tue, 03/11/2025 - 17:05</span> <div class="layout layout--gmu layout--twocol-section layout--twocol-section--70-30"> <div class="layout__region region-first"> <div data-block-plugin-id="field_block:node:news_release:body" class="block block-layout-builder block-field-blocknodenews-releasebody"> <div class="field field--name-body field--type-text-with-summary field--label-visually_hidden"> <div class="field__label visually-hidden">Body</div> <div class="field__item"><p class="Paragraph SCXW4159875 BCX4"><span class="TextRun SCXW4159875 BCX4 NormalTextRun intro-text" lang="EN-US" xml:lang="EN-US" xml:lang="EN-US">Students, researchers, and citizen scientists from around the world submitted predictions to 海角社区鈥檚 annual </span><a href="https://competition.statistics.gmu.edu/"><span class="TextRun SCXW4159875 BCX4 NormalTextRun intro-text" lang="EN-US" xml:lang="EN-US" xml:lang="EN-US">International Cherry Blossom Prediction</span></a><span class="TextRun SCXW4159875 BCX4 NormalTextRun intro-text" lang="EN-US" xml:lang="EN-US" xml:lang="EN-US"> contest, with one new notable entrant鈥.AI.聽</span><span class="EOP SCXW4159875 BCX4 intro-text">聽</span></p> <p class="Paragraph SCXW4159875 BCX4"><span class="TextRun SCXW4159875 BCX4 NormalTextRun" lang="EN-US" xml:lang="EN-US" xml:lang="EN-US">Jonathan Auerbach, an assistant professor in the </span><a href="https://statistics.gmu.edu/"><span class="TextRun SCXW4159875 BCX4 NormalTextRun" lang="EN-US" xml:lang="EN-US" xml:lang="EN-US">Department of Statistics</span></a><span class="TextRun SCXW4159875 BCX4 NormalTextRun" lang="EN-US" xml:lang="EN-US" xml:lang="EN-US"> and the competition co-organizer, said, 鈥淥bviously we see AI as the calculator of the 21st century鈥攕tudents should be able to use this tool, but that raises the baseline, so students really have to up their game.鈥</span><span class="EOP SCXW4159875 BCX4">聽</span></p> <p class="Paragraph SCXW4159875 BCX4"><span class="TextRun SCXW4159875 BCX4 NormalTextRun" lang="EN-US" xml:lang="EN-US" xml:lang="EN-US">The typical competitive entries use the concept of growing degree days, looking at heat accumulated by trees as measured by local temperatures. Although Auerbach said one </span><span class="TextRun SCXW4159875 BCX4 NormalTextRun ContextualSpellingAndGrammarErrorV2Themed" lang="EN-US" xml:lang="EN-US" xml:lang="EN-US">trend</span><span class="TextRun SCXW4159875 BCX4 NormalTextRun" lang="EN-US" xml:lang="EN-US" xml:lang="EN-US"> he鈥檚 seeing is contestants increasingly modeling conditions in the fall preceding the bloom.聽</span></p> <p class="Paragraph SCXW4159875 BCX4"><span class="TextRun SCXW4159875 BCX4 NormalTextRun" lang="EN-US" xml:lang="EN-US" xml:lang="EN-US">鈥淲e know that springtime temperatures are important, and as climates warm, blooms are happening earlier and earlier. But fall is also important because trees create (or form) buds in the fall," said Auerbach. "You can </span><span class="TextRun SCXW4159875 BCX4 NormalTextRun AdvancedProofingIssueV2Themed" lang="EN-US" xml:lang="EN-US" xml:lang="EN-US">actually saw</span><span class="TextRun SCXW4159875 BCX4 NormalTextRun" lang="EN-US" xml:lang="EN-US" xml:lang="EN-US"> off a branch of a cherry tree and put it in your closet and </span><span class="TextRun SCXW4159875 BCX4 NormalTextRun AdvancedProofingIssueV2Themed" lang="EN-US" xml:lang="EN-US" xml:lang="EN-US">as long as</span><span class="TextRun SCXW4159875 BCX4 NormalTextRun" lang="EN-US" xml:lang="EN-US" xml:lang="EN-US"> it's warm enough and in water, it'll </span><span class="TextRun SCXW4159875 BCX4 NormalTextRun AdvancedProofingIssueV2Themed" lang="EN-US" xml:lang="EN-US" xml:lang="EN-US">actually bloom</span><span class="TextRun SCXW4159875 BCX4 NormalTextRun" lang="EN-US" xml:lang="EN-US" xml:lang="EN-US">.鈥澛</span><span class="EOP SCXW4159875 BCX4">聽</span></p> <figure role="group" class="align-right"><div> <div class="field field--name-image field--type-image field--label-hidden field__item"> <img src="/sites/g/files/yyqcgq291/files/2025-03/screen_shot_2025-03-11_at_5.08.13_pm.png" width="1472" height="854" loading="lazy" /></div> </div> <figcaption>The cherry trees at the tidal basin are expected to bloom at the end of March. Photo courtesy National Park Service.</figcaption></figure><p class="Paragraph SCXW4159875 BCX4"><span class="TextRun SCXW4159875 BCX4 NormalTextRun" lang="EN-US" xml:lang="EN-US" xml:lang="EN-US">Auerbach gets intrigued by what he called 鈥渮any鈥 approaches, noting that people use unique data points for their predictions and that hotel prices have been used to predict bloom dates with some effectiveness. This year one entry used Google trends, and Auerbach noted there is some precedent for that鈥攆or some time Google searches for the flu predicted flu outbreaks, for example.</span><span class="EOP SCXW4159875 BCX4">聽</span></p> <p class="Paragraph SCXW4159875 BCX4"><span class="TextRun SCXW4159875 BCX4 NormalTextRun" lang="EN-US" xml:lang="EN-US" xml:lang="EN-US">What most entrants foresee is that the Washington, D.C., cherry blossoms will reach peak bloom in late March. Even ChatGPT, which you could say is really branching out鈥攊s in agreement.</span><span class="EOP SCXW4159875 BCX4">聽</span></p> </div> </div> </div> </div> <div class="layout__region region-second"> <div data-block-plugin-id="inline_block:call_to_action" data-inline-block-uuid="f8696ab2-969f-49a0-a77e-1d8f381d9e4c"> <div class="cta"> <a class="cta__link" href="https://competition.statistics.gmu.edu/"> <h4 class="cta__title">Check out the predictions <i class="fas fa-arrow-circle-right"></i> </h4> <span class="cta__icon"></span> </a> </div> </div> <div data-block-plugin-id="inline_block:text" data-inline-block-uuid="e65eab81-7f74-45d8-995c-728dc3af2547" class="block block-layout-builder block-inline-blocktext"> </div> <div data-block-plugin-id="inline_block:text" data-inline-block-uuid="56364276-4a93-4909-9408-9518571aca49" class="block block-layout-builder block-inline-blocktext"> </div> <div data-block-plugin-id="inline_block:news_list" data-inline-block-uuid="e1649149-d246-4ab3-8f7e-ea15ae61a364" class="block block-layout-builder block-inline-blocknews-list"> <h2>Related News</h2> <div class="views-element-container"><div class="view view-news view-id-news view-display-id-block_1 js-view-dom-id-359d030468656926f4ff827fe43a55f5feec57701e32be22cd6bd3b14b43482d"> <div class="view-content"> <div class="news-list-wrapper"> <ul class="news-list"><li class="news-item"><div class="views-field views-field-title"><span class="field-content"><a href="/news/2025-03/george-mason-launches-virginias-first-public-masters-degree-ai" hreflang="en">George Mason launches Virginia鈥檚 first public master鈥檚 degree in AI</a></span></div><div class="views-field views-field-field-publish-date"><div class="field-content">March 31, 2025</div></div></li> <li class="news-item"><div class="views-field views-field-title"><span class="field-content"><a href="/news/2025-03/innovative-approaches-propel-stat-250-new-heights-george-mason-university" hreflang="en">Innovative approaches propel STAT 250 to new heights at 海角社区 </a></span></div><div class="views-field views-field-field-publish-date"><div class="field-content">March 31, 2025</div></div></li> <li class="news-item"><div class="views-field views-field-title"><span class="field-content"><a href="/news/2025-03/nonprofits-are-trouble-could-more-sensitive-chatbots-be-answer" hreflang="en">Nonprofits are in trouble. Could more sensitive chatbots be the answer?</a></span></div><div class="views-field views-field-field-publish-date"><div class="field-content">March 18, 2025</div></div></li> <li class="news-item"><div class="views-field views-field-title"><span class="field-content"><a href="/news/2025-03/cherry-blossom-predictions-are-will-ai-bloom-or-bust" hreflang="en">Cherry Blossom predictions are in! Will AI bloom or bust?</a></span></div><div class="views-field views-field-field-publish-date"><div class="field-content">March 11, 2025</div></div></li> <li class="news-item"><div class="views-field views-field-title"><span class="field-content"><a href="/news/2025-03/chefs-kiss-statistics-phd-candidate-creates-new-recipe-complex-spatial-data-analysis" hreflang="en">Chef鈥檚 KISS: Statistics PhD candidate creates new recipe for complex spatial data analysis </a></span></div><div class="views-field views-field-field-publish-date"><div class="field-content">March 6, 2025</div></div></li> </ul></div> </div> </div> </div> </div> <div data-block-plugin-id="field_block:node:news_release:field_content_topics" class="block block-layout-builder block-field-blocknodenews-releasefield-content-topics"> <h2>Topics</h2> <div class="field field--name-field-content-topics field--type-entity-reference field--label-visually_hidden"> <div class="field__label visually-hidden">Topics</div> <div class="field__items"> <div class="field__item"><a href="/taxonomy/term/17721" hreflang="en">cherry blossoms</a></div> <div class="field__item"><a href="/taxonomy/term/4891" hreflang="en">Statistics</a></div> <div class="field__item"><a href="/taxonomy/term/7351" hreflang="en">Department of Statistics</a></div> <div class="field__item"><a href="/taxonomy/term/271" hreflang="en">Research</a></div> </div> </div> </div> </div> </div> Tue, 11 Mar 2025 21:05:10 +0000 Nathan Kahl 116146 at Chef鈥檚 KISS: Statistics PhD candidate creates new recipe for complex spatial data analysis /news/2025-03/chefs-kiss-statistics-phd-candidate-creates-new-recipe-complex-spatial-data-analysis <span>Chef鈥檚 KISS: Statistics PhD candidate creates new recipe for complex spatial data analysis </span> <span><span>Teresa Donnellan</span></span> <span>Thu, 03/06/2025 - 15:40</span> <div class="layout layout--gmu layout--twocol-section layout--twocol-section--30-70"> <div class="layout__region region-first"> <div data-block-plugin-id="field_block:node:news_release:field_associated_people" class="block block-layout-builder block-field-blocknodenews-releasefield-associated-people"> <h2>In This Story</h2> <div class="field field--name-field-associated-people field--type-entity-reference field--label-visually_hidden"> <div class="field__label visually-hidden">People Mentioned in This Story</div> <div class="field__items"> <div class="field__item"><a href="/profiles/slee287" hreflang="und">Ben Seiyon Lee</a></div> </div> </div> </div> </div> <div class="layout__region region-second"> <div data-block-plugin-id="field_block:node:news_release:body" class="block block-layout-builder block-field-blocknodenews-releasebody"> <div class="field field--name-body field--type-text-with-summary field--label-visually_hidden"> <div class="field__label visually-hidden">Body</div> <div class="field__item"><p class="Paragraph SCXW176382726 BCX0"><span class="TextRun SCXW22602050 BCX0 NormalTextRun intro-text" lang="EN-US" xml:lang="EN-US" xml:lang="EN-US">Jin Hyung Lee, a PhD candi</span><span class="TextRun SCXW22602050 BCX0 NormalTextRun CommentStart intro-text" lang="EN-US" xml:lang="EN-US" xml:lang="EN-US">date in the </span><a class="Hyperlink SCXW22602050 BCX0" href="https://statistics.gmu.edu/" target="_blank"><span class="FieldRange SCXW22602050 BCX0 TextRun Underlined NormalTextRun intro-text" lang="EN-US" xml:lang="EN-US" xml:lang="EN-US">Department of Statistics</span></a><span class="TextRun SCXW22602050 BCX0 NormalTextRun intro-text" lang="EN-US" xml:lang="EN-US" xml:lang="EN-US">, in collaboration with his advisor, </span><a class="Hyperlink SCXW22602050 BCX0" href="https://statistics.gmu.edu/profiles/slee287" target="_blank"><span class="FieldRange SCXW22602050 BCX0 TextRun NormalTextRun intro-text" lang="EN-US" xml:lang="EN-US" xml:lang="EN-US">Assistant Professor Ben Seiyon</span><span class="FieldRange SCXW22602050 BCX0 TextRun Underlined NormalTextRun intro-text" lang="EN-US" xml:lang="EN-US" xml:lang="EN-US"> Lee</span></a><span class="TextRun SCXW22602050 BCX0 NormalTextRun intro-text" lang="EN-US" xml:lang="EN-US" xml:lang="EN-US">, </span><span class="TextRun SCXW22602050 BCX0 NormalTextRun CommentStart intro-text" lang="EN-US" xml:lang="EN-US" xml:lang="EN-US">has developed </span><span class="TextRun SCXW22602050 BCX0 NormalTextRun intro-text" lang="EN-US" xml:lang="EN-US" xml:lang="EN-US">novel statistical methodology for analyzing large-scale complex data that </span><span class="TextRun SCXW22602050 BCX0 NormalTextRun CommentStart intro-text" lang="EN-US" xml:lang="EN-US" xml:lang="EN-US">can be up </span><span class="TextRun SCXW22602050 BCX0 NormalTextRun intro-text" lang="EN-US" xml:lang="EN-US" xml:lang="EN-US">to 3,600 times faster than the current standard. He will receive the </span><a class="Hyperlink SCXW22602050 BCX0" href="https://www.statkiss.org/" target="_blank"><span class="TextRun Underlined SCXW22602050 BCX0 NormalTextRun intro-text" lang="EN-US" xml:lang="EN-US" xml:lang="EN-US">Korean International Statistical Society</span></a><span class="TextRun SCXW22602050 BCX0 NormalTextRun intro-text" lang="EN-US" xml:lang="EN-US" xml:lang="EN-US"> (KISS) </span><a class="Hyperlink SCXW22602050 BCX0" href="https://statkiss.org/announcement/event/read/7f13bb5c-d4df-11ef-acb0-0242c0a8d002/" target="_blank"><span class="TextRun Underlined SCXW22602050 BCX0 NormalTextRun intro-text" lang="EN-US" xml:lang="EN-US" xml:lang="EN-US">2024 Outstanding Student Paper Award</span></a><span class="TextRun SCXW22602050 BCX0 NormalTextRun intro-text" lang="EN-US" xml:lang="EN-US" xml:lang="EN-US"> for his work and present about it at the American Statistical Association鈥檚 </span><a class="Hyperlink SCXW22602050 BCX0" href="https://ww2.amstat.org/meetings/jsm/2025/" target="_blank"><span class="TextRun Underlined SCXW22602050 BCX0 NormalTextRun intro-text" lang="EN-US" xml:lang="EN-US" xml:lang="EN-US">Joint Statistical Meetings (JSM) 2025</span></a><span class="TextRun SCXW22602050 BCX0 NormalTextRun intro-text" lang="EN-US" xml:lang="EN-US" xml:lang="EN-US"> in Nashville, Tennessee.聽</span><span class="EOP SCXW22602050 BCX0 intro-text">聽</span></p> <p class="Paragraph SCXW22602050 BCX0"><span class="TextRun SCXW22602050 BCX0 NormalTextRun CommentStart" lang="EN-US" xml:lang="EN-US" xml:lang="EN-US">The primary application of </span><span class="TextRun SCXW22602050 BCX0 NormalTextRun" lang="EN-US" xml:lang="EN-US" xml:lang="EN-US">Lee鈥檚 methodology is in the analysis of high-resolution satellite image data, which is inherently complex and high-dimensional. A major challenge lies in predicting values at unobserved locations within the satellite imagery. 聽While traditional spatial modeling methods are computationally intensive and time-consuming, Lee's novel approach offers a solution that is significantly faster. This development has significant implications for various fields, such as atmospheric sciences, ecology, public health, and medical imaging.聽</span><span class="EOP SCXW22602050 BCX0">聽</span></p> <figure role="group" class="align-right"><div> <div class="field field--name-image field--type-image field--label-hidden field__item"> <img src="/sites/g/files/yyqcgq291/files/styles/small_content_image/public/2025-03/jinhyunglee.jpg?itok=ocz2DCh2" width="272" height="350" loading="lazy" /></div> </div> <figcaption>Jin Hyung Lee, photo provided</figcaption></figure><p class="Paragraph SCXW22602050 BCX0"><span class="TextRun SCXW22602050 BCX0 NormalTextRun" lang="EN-US" xml:lang="EN-US" xml:lang="EN-US">Lee鈥檚 research focuses on the application of variational inference to massive spatial datasets using a unique machine learning algorithm. Variational inference is a method used to approximate complex probability distributions when true inference is not possible, making it a powerful method for modeling complex spatial datasets. The proposed approach significantly improves the computational efficiency of spatial data analysis, achieving speeds up to three orders of magnitude faster than existing methods while maintaining comparable accuracy.</span><span class="EOP SCXW22602050 BCX0">聽</span></p> <p class="Paragraph SCXW22602050 BCX0"><span class="TextRun SCXW22602050 BCX0 NormalTextRun" lang="EN-US" xml:lang="EN-US" xml:lang="EN-US">Lee's</span><span class="TextRun SCXW22602050 BCX0 NormalTextRun CommentStart" lang="EN-US" xml:lang="EN-US" xml:lang="EN-US"> method can be used to predict weather patterns in remote and rapidly changing environments like </span><span class="TextRun SCXW22602050 BCX0 NormalTextRun" lang="EN-US" xml:lang="EN-US" xml:lang="EN-US">the Gulf Coast, southern California, and polar regions like Alaska or Antarctica. The ability to process high-dimensional data quickly and accurately is crucial for making timely and informed decisions in these regions, especially when they are at risk of geophysical hazards such as hurricanes, wildfires, or sea ice loss. Additionally, the methodology has potential applications in infectious disease modeling and public health data analysis, where rapid and accurate predictions are essential for effective intervention and policymaking.</span><span class="EOP SCXW22602050 BCX0">聽</span></p> <p class="Paragraph SCXW22602050 BCX0"><span class="TextRun SCXW22602050 BCX0 NormalTextRun" lang="EN-US" xml:lang="EN-US" xml:lang="EN-US">Lee's research is part of his broader dissertation work, which focuses on developing and applying variational inference techniques to various statistical models. His goal is to simplify these methods, making them more accessible to non-experts and applicable to a wide range of data types. By doing so, Lee aims to bridge the gap between advanced statistical methodologies and practical applications, enabling more efficient and effective data analysis across different fields.</span><span class="EOP SCXW22602050 BCX0">聽</span></p> <p class="Paragraph SCXW22602050 BCX0"><span class="TextRun SCXW22602050 BCX0 NormalTextRun" lang="EN-US" xml:lang="EN-US" xml:lang="EN-US">At the JSM 2025, Lee will have the opportunity to present his research to a large audience of statisticians from around the world. The conference, which attracts over 5,000 participants annually, provides a platform for sharing cutting-edge research, networking with peers, and exploring new developments in the field of statistics. Lee鈥檚 presentation will be part of a session hosted by KISS, where he and other award recipients will showcase their work and receive their awards.</span><span class="EOP SCXW22602050 BCX0">聽</span></p> <p class="Paragraph SCXW22602050 BCX0"><span class="TextRun SCXW22602050 BCX0 NormalTextRun" lang="EN-US" xml:lang="EN-US" xml:lang="EN-US">Receiving the KISS Outstanding Student Paper Award is a significant milestone in Lee鈥檚 academic journey. It not only recognizes his contributions to the field but also provides him with valuable exposure and opportunities for future collaboration. As Lee continues to advance his research, his innovative methodologies and their applications are poised to make a lasting impact on the field of statistics and beyond.</span><span class="EOP SCXW22602050 BCX0">聽</span></p> </div> </div> </div> <div data-block-plugin-id="field_block:node:news_release:field_content_topics" class="block block-layout-builder block-field-blocknodenews-releasefield-content-topics"> <h2>Topics</h2> <div class="field field--name-field-content-topics field--type-entity-reference field--label-visually_hidden"> <div class="field__label visually-hidden">Topics</div> <div class="field__items"> <div class="field__item"><a href="/taxonomy/term/7351" hreflang="en">Department of Statistics</a></div> <div class="field__item"><a href="/taxonomy/term/8301" hreflang="en">Computational statistics</a></div> <div class="field__item"><a href="/taxonomy/term/10241" hreflang="en">Spatial Analysis</a></div> <div class="field__item"><a href="/taxonomy/term/7006" hreflang="en">Machine Learning</a></div> <div class="field__item"><a href="/taxonomy/term/336" hreflang="en">Students</a></div> <div class="field__item"><a href="/taxonomy/term/436" hreflang="en">doctoral students</a></div> </div> </div> </div> </div> </div> Thu, 06 Mar 2025 20:40:50 +0000 Teresa Donnellan 116021 at New scalable computing technique will make analyzing Big Data easier聽 /news/2024-09/new-scalable-computing-technique-will-make-analyzing-big-data-easier <span>New scalable computing technique will make analyzing Big Data easier聽</span> <span><span>Teresa Donnellan</span></span> <span>Tue, 09/17/2024 - 16:23</span> <div class="layout layout--gmu layout--twocol-section layout--twocol-section--30-70"> <div class="layout__region region-first"> <div data-block-plugin-id="field_block:node:news_release:field_associated_people" class="block block-layout-builder block-field-blocknodenews-releasefield-associated-people"> <h2>In This Story</h2> <div class="field field--name-field-associated-people field--type-entity-reference field--label-visually_hidden"> <div class="field__label visually-hidden">People Mentioned in This Story</div> <div class="field__items"> <div class="field__item"><a href="/profiles/lwang41" hreflang="en">Lily Wang</a></div> </div> </div> </div> </div> <div class="layout__region region-second"> <div data-block-plugin-id="field_block:node:news_release:body" class="block block-layout-builder block-field-blocknodenews-releasebody"> <div class="field field--name-body field--type-text-with-summary field--label-visually_hidden"> <div class="field__label visually-hidden">Body</div> <div class="field__item"><p><span class="intro-text">With the advancement of data collection techniques, there has been an exponential increase in the availability and complexity of datasets, particularly spatiotemporal data; finding the computing power to analyze such Big Data, however, has remained a challenge for many researchers in various fields. Through a collaborative research project funded by the National Science Foundation, 海角社区 statistics professor <a href="/profiles/lwang41">Lily Wang</a> hopes to change that.聽聽</span></p> <figure role="group" class="align-right"><div> <div class="field field--name-image field--type-image field--label-hidden field__item"> <img src="/sites/g/files/yyqcgq291/files/styles/small_content_image/public/2024-09/lily_wang_500x500.png?itok=LdCm02CH" width="350" height="350" alt="Lily Wang, Professor, Statistics, College of Engineering and Computing. Photo by Creative Services" loading="lazy" /></div> </div> <figcaption>Professor Lily Wang, Department of Statistics, College of Engineering and Computing. Photo by Creative Services</figcaption></figure><p>Wang and the Chair of the Department of Statistics at The George Washington University, <a href="https://statistics.columbian.gwu.edu/huixia-wang">Huixia Judy Wang</a>, are developing a form of scalable, distributed computing that could lessen the power demand on any single computer by distributing the analysis across a network of computers.聽聽</p> <p>鈥淚n the past, we knew there were insights hidden in the data, but due to computing limitations, we couldn鈥檛 access them,鈥 said Lily Wang. 鈥淣ow, with scalable quantile learning techniques, we can gain a deeper understanding of the entire data distribution and extract insights into variability, outliers, and tail behavior, which are critical for more informed decision-making.鈥澛</p> <p>Spatial and temporal data are increasingly being used in such research areas as climate study and health care, among others, noted Lily Wang.聽</p> <p>鈥淭his data richness presents a lot of opportunities for getting deep insights into dynamic patterns over time and space; but it also brings many, many challenges,鈥 said Wang. Large datasets often exhibit heterogeneous and dynamic patterns, requiring new approaches to capture meaningful relationships.聽</p> <p>This project uses two large datasets: the National Environmental Public Health Tracking Network database from the Centers for Disease Control and Prevention and the outdoor air quality data repository from the Environmental Protection Agency.聽</p> <p>鈥淏oth datasets have been challenging to analyze in the past due to their size and complexity,鈥 explained Wang. 鈥淏ut through scalable and distributed learning techniques, we鈥檙e now able to handle large-scale heterogeneous data across the entire United States.鈥澛</p> <p>One of the project's major innovations is the use of distributed computing to divide the data into smaller, manageable regions. Each region is analyzed separately, and the results are efficiently aggregated to form a comprehensive understanding of the entire dataset.聽聽</p> <p>鈥淵ou can think of it like dividing the U.S. into small regions, analyzing each one separately, and then combining the results to create a comprehensive national analysis,鈥 Wang said. 鈥淭his method allows us to analyze millions of data points simultaneously without the need for supercomputers.鈥澛</p> <p>Beyond its goals for technical advancements, the project also emphasizes training the next generation of data scientists. Graduate students at George Mason and The George Washington will gain hands-on experience working with real-world data, helping to develop new computational methods.聽聽</p> <p>The project began on September 1, 2024, and is expected to last three years. It has already garnered attention, including recognition from the office of Congressman Gerry Connolly (D-VA).聽</p> <p>The potential applications of this research are far-reaching, from improving air quality predictions to understanding public health trends and beyond. Wang explained, "This work empowers researchers and policymakers to leverage vast amounts of data to address rising societal issues more effectively.鈥澛</p> </div> </div> </div> <div data-block-plugin-id="field_block:node:news_release:field_content_topics" class="block block-layout-builder block-field-blocknodenews-releasefield-content-topics"> <h2>Topics</h2> <div class="field field--name-field-content-topics field--type-entity-reference field--label-visually_hidden"> <div class="field__label visually-hidden">Topics</div> <div class="field__items"> <div class="field__item"><a href="/taxonomy/term/7351" hreflang="en">Department of Statistics</a></div> <div class="field__item"><a href="/taxonomy/term/7631" hreflang="en">Statistics Faculty</a></div> <div class="field__item"><a href="/taxonomy/term/8301" hreflang="en">Computational statistics</a></div> <div class="field__item"><a href="/taxonomy/term/5851" hreflang="en">Big Data</a></div> <div class="field__item"><a href="/taxonomy/term/11566" hreflang="en">big data analytics</a></div> <div class="field__item"><a href="/taxonomy/term/20306" hreflang="en">Research Interests: Nonstationary Time Series Analysis; Spectral Analysis; Nonparametric Statistics; Big Data; Bayesian Data Analysis; Applications in Medicine</a></div> <div class="field__item"><a href="/taxonomy/term/271" hreflang="en">Research</a></div> </div> </div> </div> </div> </div> Tue, 17 Sep 2024 20:23:22 +0000 Teresa Donnellan 113926 at Statistics professor aims to use fMRI data to identify, predict Alzheimer鈥檚聽 /news/2024-06/statistics-professor-aims-use-fmri-data-identify-predict-alzheimers <span>Statistics professor aims to use fMRI data to identify, predict Alzheimer鈥檚聽</span> <span><span>Teresa Donnellan</span></span> <span>Fri, 06/21/2024 - 10:58</span> <div class="layout layout--gmu layout--twocol-section layout--twocol-section--70-30"> <div class="layout__region region-first"> <div data-block-plugin-id="field_block:node:news_release:body" class="block block-layout-builder block-field-blocknodenews-releasebody"> <div class="field field--name-body field--type-text-with-summary field--label-visually_hidden"> <div class="field__label visually-hidden">Body</div> <div class="field__item"><p><span class="intro-text">In the quest to combat Alzheimer's disease, 海角社区 professor <a href="/profiles/asafikha" id="OWAf7799a75-0922-fd10-1cd7-3fa64e178f99" target="_blank">Abolfazl Safikhani</a> is working with neuroscientists and imaging experts at the <a href="https://nam11.safelinks.protection.outlook.com/?url=https%3A%2F%2Fdepts.washington.edu%2Fmbwc%2Fadrc%2F&data=05%7C02%7Ctdonnel%40gmu.edu%7C86e4600efacd4e68ba1108dc91e09f3c%7C9e857255df574c47a0c00546460380cb%7C0%7C0%7C638545641129765337%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C0%7C%7C%7C&sdata=c8LxAGXOl4bXBKkkU1hPEvsPIfXHvWCx8SDyWO%2FhKSY%3D&reserved=0" id="OWAdbe1298f-299d-e636-6205-1237974d6103" target="_blank" title="">University of Washington's Alzheimer's Disease Research Center</a> (ADRC) to pioneer groundbreaking advancements in biomarker identification.聽</span></p> <figure role="group" class="align-left"><div> <div class="field field--name-image field--type-image field--label-hidden field__item"> <img src="/sites/g/files/yyqcgq291/files/styles/small_content_image/public/2024-06/220914350.jpg?itok=aTweBpJM" width="269" height="350" alt="Safikhani headshot" loading="lazy" /></div> </div> <figcaption>Abolfazl Safikhani. Photo by Creative Services</figcaption></figure><p>"We're trying to understand and come up with the biomarkers for Alzheimer鈥檚 disease using imaging data,鈥 said Safikhani, who is an assistant professor in the Department of Statistics. 鈥淸We will] try to distinguish and classify between people who have Alzheimer鈥檚 disease or will be developing it in the near future compared to healthy individuals."聽</p> <p>At the core of the ADRC project lies functional magnetic resonance imaging (fMRI) data, which researchers are using to identify biomarkers for Alzheimer's disease. Unlike conventional imaging techniques, fMRI provides researchers with a comprehensive view of brain activity, enabling them to discern subtle connectome-based changes associated with the disease.聽</p> <p>Collecting and analyzing fMRI data comes with challenges, as imaging available for research is limited. Nevertheless, the researchers remain undeterred in their quest to unlock the secrets of Alzheimer's disease. They have already made early progress.聽聽</p> <p>"We were able to get some really good preliminary results, from which a [National Institutes of Health] proposal has been submitted and is currently under review," said Safikhani. He added, "If we could come up with a combination of statistical and machine learning techniques to detect Alzheimer鈥檚 progression, it would be one of the most interesting projects I have ever worked on.鈥澛</p> <p>By combining expertise from diverse disciplines and leveraging the power of interdisciplinary collaboration, this project promises to聽make an important step toward early detection and intervention strategies for Alzheimer's disease.聽</p> </div> </div> </div> </div> <div class="layout__region region-second"> <div data-block-plugin-id="field_block:node:news_release:field_associated_people" class="block block-layout-builder block-field-blocknodenews-releasefield-associated-people"> <h2>In This Story</h2> <div class="field field--name-field-associated-people field--type-entity-reference field--label-visually_hidden"> <div class="field__label visually-hidden">People Mentioned in This Story</div> <div class="field__items"> <div class="field__item"><a href="/profiles/asafikha" hreflang="en">Abolfazl Safikhani</a></div> </div> </div> </div> <div data-block-plugin-id="inline_block:call_to_action" data-inline-block-uuid="1fa87356-5846-40ba-a7bf-ff267c486d67"> <div class="cta"> <a class="cta__link" href="https://statistics.gmu.edu/"> <h4 class="cta__title">Delve into Statistics at George Mason <i class="fas fa-arrow-circle-right"></i> </h4> <span class="cta__icon"></span> </a> </div> </div> <div data-block-plugin-id="inline_block:text" data-inline-block-uuid="f05abce8-1d9b-41f9-bbb5-8467a9eba338" class="block block-layout-builder block-inline-blocktext"> </div> <div data-block-plugin-id="inline_block:news_list" data-inline-block-uuid="61511fc0-b588-4e7a-9f8f-d76ab8facae2" class="block block-layout-builder block-inline-blocknews-list"> <h2>Related News</h2> <div class="views-element-container"><div class="view view-news view-id-news view-display-id-block_1 js-view-dom-id-ca7e97bd6a976f98437ade71641abd96a788ca1b161cf698af90bd6707b4adb0"> <div class="view-content"> <div class="news-list-wrapper"> <ul class="news-list"><li class="news-item"><div class="views-field views-field-title"><span class="field-content"><a href="/news/2025-05/former-rower-racing-toward-finish-her-accelerated-masters" hreflang="en">This former rower is racing toward the finish of her accelerated master鈥檚</a></span></div><div class="views-field views-field-field-publish-date"><div class="field-content">May 2, 2025</div></div></li> <li class="news-item"><div class="views-field views-field-title"><span class="field-content"><a href="/news/2025-04/generous-gift-will-name-school-computing-support-scholarships" hreflang="en">Generous gift will name School of Computing, support scholarships</a></span></div><div class="views-field views-field-field-publish-date"><div class="field-content">April 28, 2025</div></div></li> <li class="news-item"><div class="views-field views-field-title"><span class="field-content"><a href="/news/2025-04/campus-greenhouse-powered-sun-and-student-innovation" hreflang="en">This campus greenhouse is powered by the sun鈥攁nd student innovation</a></span></div><div class="views-field views-field-field-publish-date"><div class="field-content">April 25, 2025</div></div></li> <li class="news-item"><div class="views-field views-field-title"><span class="field-content"><a href="/news/2025-04/george-mason-bioengineering-teams-start-next-wave-athletic-rehabilitation-and" hreflang="en">George Mason bioengineering team鈥檚 start-up is the next wave of athletic rehabilitation and performance</a></span></div><div class="views-field views-field-field-publish-date"><div class="field-content">April 22, 2025</div></div></li> <li class="news-item"><div class="views-field views-field-title"><span class="field-content"><a href="/news/2025-04/4-va-team-studies-wastewater-treatment-systems" hreflang="en">4-VA team studies wastewater treatment systems </a></span></div><div class="views-field views-field-field-publish-date"><div class="field-content">April 17, 2025</div></div></li> </ul></div> </div> </div> </div> </div> <div data-block-plugin-id="field_block:node:news_release:field_content_topics" class="block block-layout-builder block-field-blocknodenews-releasefield-content-topics"> <h2>Topics</h2> <div class="field field--name-field-content-topics field--type-entity-reference field--label-visually_hidden"> <div class="field__label visually-hidden">Topics</div> <div class="field__items"> <div class="field__item"><a href="/taxonomy/term/7351" hreflang="en">Department of Statistics</a></div> <div class="field__item"><a href="/taxonomy/term/7301" hreflang="en">Biostatistics</a></div> <div class="field__item"><a href="/taxonomy/term/7631" hreflang="en">Statistics Faculty</a></div> <div class="field__item"><a href="/taxonomy/term/11266" hreflang="en">Alzheimer's Disease</a></div> <div class="field__item"><a href="/taxonomy/term/271" hreflang="en">Research</a></div> <div class="field__item"><a href="/taxonomy/term/3071" hreflang="en">College of Engineering and Computing</a></div> <div class="field__item"><a href="/taxonomy/term/17356" hreflang="en">Strategic Direction</a></div> </div> </div> </div> </div> </div> Fri, 21 Jun 2024 14:58:51 +0000 Teresa Donnellan 112626 at Professor applies statistics and AI to land use modeling and real estate pricing聽 /news/2024-05/professor-applies-statistics-and-ai-land-use-modeling-and-real-estate-pricing <span>Professor applies statistics and AI to land use modeling and real estate pricing聽</span> <span><span>Teresa Donnellan</span></span> <span>Wed, 05/29/2024 - 12:18</span> <div class="layout layout--gmu layout--twocol-section layout--twocol-section--30-70"> <div class="layout__region region-first"> <div data-block-plugin-id="field_block:node:news_release:field_associated_people" class="block block-layout-builder block-field-blocknodenews-releasefield-associated-people"> <h2>In This Story</h2> <div class="field field--name-field-associated-people field--type-entity-reference field--label-visually_hidden"> <div class="field__label visually-hidden">People Mentioned in This Story</div> <div class="field__items"> <div class="field__item"><a href="/profiles/asafikha" hreflang="en">Abolfazl Safikhani</a></div> </div> </div> </div> </div> <div class="layout__region region-second"> <div data-block-plugin-id="field_block:node:news_release:body" class="block block-layout-builder block-field-blocknodenews-releasebody"> <div class="field field--name-body field--type-text-with-summary field--label-visually_hidden"> <div class="field__label visually-hidden">Body</div> <div class="field__item"><p><span class="intro-text">海角社区 statistics professor Abolfazl Safikhani recently applied his cutting-edge, interdisciplinary research to analyzing land use dynamics and property pricing shifts over time, work that underscores the transformative potential of data-driven insights, especially in urban planning and real estate.聽</span></p> <p>Safikhani earned bachelor鈥檚 and master鈥檚 degrees in mathematics before earning a doctorate in statistics.聽</p> <p>鈥淚 decided to do a PhD in statistics because throughout the master鈥檚 I had become more and more interested in connecting real world problems to data. And I'm very happy that I made that decision,鈥 he said.聽</p> <figure role="group" class="align-right"><div> <div class="field field--name-image field--type-image field--label-hidden field__item"> <img src="/sites/g/files/yyqcgq291/files/styles/small_content_image/public/2024-05/resize_image_project-1.png?itok=YbD3pYgn" width="350" height="350" alt="Abolfazl Safikhani" loading="lazy" /></div> </div> <figcaption>Abolfazl Safikhani</figcaption></figure><p>Along with a former colleague at the University of Florida in the urban planning department, Safikhani applied machine learning techniques to a dataset comprising millions of land parcels in Florida. The two endeavored to decipher the intricate dynamics of land use transformations over time and predict future developments with unprecedented accuracy. Their predictions surpassed 98% accuracy.聽</p> <p>But the team didn't stop with successful predictions. They recognized the importance of understanding the underlying mechanisms driving these predictions. With the addition of a new collaborator, Tianshu Feng in George Mason鈥檚 Systems Engineering and Operations Research Department, the researchers aim to present their land use analysis software as explainable artificial intelligence (XAI). By elucidating the black box of machine learning algorithms, Safikhani hopes local government decision-makers and urban planners can confidently leverage the software to optimize resource allocation effectively.聽</p> <p>Another of Safikhani鈥檚 projects considers land use and value specifically concerning the price of residential real estate. Safikhani鈥檚 own experience buying real estate in Fairfax County, Virginia, in 2022, inspired this project. When he asked his real estate agent to estimate a fair price of a certain house, the agent came back with an estimate based on the price of three comparable local properties that had recently sold. Ever a 鈥渜uant guy,鈥 Safikhani said, he thought there could be a better way: applying the idea of transfer learning.聽</p> <p>鈥淭he big idea of transfer learning is, within your big data set, try to find areas that have similar dynamics to your area of interest. And then use that similarity to improve your prediction,鈥 Safikhani explained. 鈥淪o, imagine that there is a little neighborhood somewhere in DC or somewhere in Maryland or somewhere in California that has dynamics very similar to the specific neighborhood where you want to buy a house in Northern Virginia. Once you account for some changes, let's say, regulations and things that are different, then the remaining dynamics are their similarities.鈥澛</p> <p>He continued, 鈥淚f you only use your neighborhood, you can have three data points. If you use another, similar neighborhood, it's going to be 20. If you use neighborhoods from other places over the 50 states of the U.S., you may end up getting a thousand data points.鈥澛</p> <p>Safikhani is working with a colleague from the University of California 鈥 Los Angeles to bring in funding to develop this pricing software. Their preliminary results show the benefit of their proposed model versus current pricing systems.聽聽</p> <p>Safikhani's research is poised to revolutionize sectors like urban planning and real estate. In fact, his research has attracted the attention of startups keen to translate his findings into real estate鈥揹isrupting tools.聽</p> <p>鈥淚t seems there's actually a growing interest in having such AI tools that would understand land use development and then really match it with pricing,鈥 he said. 鈥淎nd sooner or later, this [technology] is going to come out. Platforms like Zillow are doing a good job, but there's much more that can be done.鈥澛</p> </div> </div> </div> <div data-block-plugin-id="field_block:node:news_release:field_content_topics" class="block block-layout-builder block-field-blocknodenews-releasefield-content-topics"> <h2>Topics</h2> <div class="field field--name-field-content-topics field--type-entity-reference field--label-visually_hidden"> <div class="field__label visually-hidden">Topics</div> <div class="field__items"> <div class="field__item"><a href="/taxonomy/term/9211" hreflang="en">Applied Statistics</a></div> <div class="field__item"><a href="/taxonomy/term/7351" hreflang="en">Department of Statistics</a></div> <div class="field__item"><a href="/taxonomy/term/7631" hreflang="en">Statistics Faculty</a></div> <div class="field__item"><a href="/taxonomy/term/8301" hreflang="en">Computational statistics</a></div> <div class="field__item"><a href="/taxonomy/term/5851" hreflang="en">Big Data</a></div> <div class="field__item"><a href="/taxonomy/term/11566" hreflang="en">big data analytics</a></div> <div class="field__item"><a href="/taxonomy/term/6906" hreflang="en">real estate entrepreneurship</a></div> <div class="field__item"><a href="/taxonomy/term/4656" hreflang="en">Artificial Intelligence</a></div> <div class="field__item"><a href="/taxonomy/term/4666" hreflang="en">AI</a></div> <div class="field__item"><a href="/taxonomy/term/271" hreflang="en">Research</a></div> </div> </div> </div> </div> </div> Wed, 29 May 2024 16:18:12 +0000 Teresa Donnellan 112346 at Joint postdoc program develops from partnership between Statistics Department, Inova Health /news/2023-09/joint-postdoc-program-develops-partnership-between-statistics-department-inova-health <span>Joint postdoc program develops from partnership between Statistics Department, Inova Health</span> <span><span>Teresa Donnellan</span></span> <span>Thu, 09/28/2023 - 14:42</span> <div class="layout layout--gmu layout--twocol-section layout--twocol-section--30-70"> <div class="layout__region region-first"> <div data-block-plugin-id="field_block:node:news_release:field_associated_people" class="block block-layout-builder block-field-blocknodenews-releasefield-associated-people"> <h2>In This Story</h2> <div class="field field--name-field-associated-people field--type-entity-reference field--label-visually_hidden"> <div class="field__label visually-hidden">People Mentioned in This Story</div> <div class="field__items"> <div class="field__item"><a href="/profiles/jsun21" hreflang="und">Jiayang Sun</a></div> </div> </div> </div> </div> <div class="layout__region region-second"> <div data-block-plugin-id="field_block:node:news_release:body" class="block block-layout-builder block-field-blocknodenews-releasebody"> <div class="field field--name-body field--type-text-with-summary field--label-visually_hidden"> <div class="field__label visually-hidden">Body</div> <div class="field__item"><p lang="EN-US" xml:lang="EN-US" xml:lang="EN-US">A <a href="/news/2022-05/mason-statistics-collaboration-core-partners-inova" target="_blank">partnership between 海角社区鈥檚 Statistics Department and Inova Health Care Services</a> has entered its fifth year and continues to grow. The partnership has motivated a new initiative: a postdoc program for Inova researchers interested in developing skills in statistics and data science, run jointly by George Mason鈥檚 statistics and global and community聽health departments. Mohamad Bahij Moumneh, MD, and Jason F. Goldberg, MD, are the program鈥檚 standing inaugural members. 聽</p> <p lang="EN-US" xml:lang="EN-US" xml:lang="EN-US">鈥淎s a fresh Lebanese medical graduate interested in expanding his acquired skills in the field of research, especially cardiology, and academia, the joint program provided me with this golden opportunity,鈥 said Moumneh. He added, 鈥淏y maximizing the resources of each institute, enhancements in the overall picture and quality of research and healthcare education occur, and allow both institutions to keep, if not exceed, pace with novel technologies and healthcare advancements and institutions.鈥澛</p> <p lang="EN-US" xml:lang="EN-US" xml:lang="EN-US">The partnership between Mason Statistics and Inova Health was supported by a contract between the university and the healthcare system via a parent award from NIH to the聽聽<a href="https://nam11.safelinks.protection.outlook.com/?url=https%3A%2F%2Fwww.ithriv.org%2F&data=05%7C01%7Ctdonnel%40gmu.edu%7C1bde69d0b4384106bf6508dbc04246f8%7C9e857255df574c47a0c00546460380cb%7C0%7C0%7C638315163110270788%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C3000%7C%7C%7C&sdata=SbnWWhUkguIdTuhESOMc9c1Ac6e27hg07cZTbIcW058%3D&reserved=0" target="_blank">iTHRIV聽partnership</a>. It supported the聽experts in聽George Mason鈥檚 Statistics Collaboration Core (SCC)聽to work with聽colleagues from Inova Health Care Services聽on research projects involving statistics or data science.聽To initialize each new project, INOVA researchers visit聽<a href="http://statinova.gmu.edu/" target="_blank">statinova.gmu.edu</a>.聽聽聽</p> <p lang="EN-US" xml:lang="EN-US" xml:lang="EN-US">鈥淭he聽Statistics聽Collaboration Core (SCC) is a collaboration platform that supports and facilitates statistical聽collaborations聽with聽internal and external investigators聽or seekers for evidenced-based聽research, or聽statistical, biostatistical, or data science support to decision-making,鈥 <a href="https://idia.gmu.edu/research-spotlight-on-jiayang-sun/" target="_blank">explained Jiayang Sun</a>聽of Mason鈥檚 statistics department. Sun is a Principal Investigator on the new grant establishing the postdoc program, alongside co-PI Carolyn Drews-Botsch, the chair of the department of global and community health in Mason鈥檚 School of Public Health. 聽</p> <p lang="EN-US" xml:lang="EN-US" xml:lang="EN-US">鈥淭he partnership between Inova and Mason will help with our research efforts aimed at prolonging life after heart transplantation,鈥 said Goldberg. He noted that, for his case, SCC has聽provided advanced analysis of mircoRNA clinical rejection scores and has used machine learning to evaluate risk modeling of adverse outcomes within the first year of heart transplantation. 聽</p> <p lang="EN-US" xml:lang="EN-US" xml:lang="EN-US">鈥淭hese collaborations will continue to produce meaningful cardiovascular research,鈥 he said.聽</p> <p lang="EN-US" xml:lang="EN-US" xml:lang="EN-US">Of the five-year partnership between Mason Statistics and Inova Health, Sun noted the relationship has been fruitful, producing additional grants, publications in the health and medical sector, and new grant proposals. She added that it serves as a welcome opportunity for both tenure track and term faculty to perform original research and collaborate with colleagues dealing with real-world problems. Research projects from the partnership have covered such important topics as opioid use, sepsis, heart failure, and鈥攂efore there were reliable tests鈥攖he spread of COVID-19 among children in northern Virginia. 聽</p> <p lang="EN-US" xml:lang="EN-US" xml:lang="EN-US">Sun, Moumneh, and Goldberg are聽likewise optimistic about the new joint postdoc program. 聽</p> <p lang="EN-US" xml:lang="EN-US" xml:lang="EN-US">鈥淩esearchers can collaborate on various projects that eventually might lead to medical breakthroughs. One could say that the joint program fosters an environment of innovation and growth. The joint program also allows the addressing of pressing healthcare dilemmas, an event that might encourage students to think of possible solutions and managements,鈥 said Moumneh.聽</p> </div> </div> </div> <div data-block-plugin-id="field_block:node:news_release:field_content_topics" class="block block-layout-builder block-field-blocknodenews-releasefield-content-topics"> <h2>Topics</h2> <div class="field field--name-field-content-topics field--type-entity-reference field--label-visually_hidden"> <div class="field__label visually-hidden">Topics</div> <div class="field__items"> <div class="field__item"><a href="/taxonomy/term/4891" hreflang="en">Statistics</a></div> <div class="field__item"><a href="/taxonomy/term/5261" hreflang="en">Inova</a></div> <div class="field__item"><a href="/taxonomy/term/7351" hreflang="en">Department of Statistics</a></div> <div class="field__item"><a href="/taxonomy/term/17226" hreflang="en">College of Public Health</a></div> <div class="field__item"><a href="/taxonomy/term/3071" hreflang="en">College of Engineering and Computing</a></div> <div class="field__item"><a href="/taxonomy/term/2481" hreflang="en">School of Computing</a></div> <div class="field__item"><a href="/taxonomy/term/186" hreflang="en">Community Partners</a></div> <div class="field__item"><a href="/taxonomy/term/336" hreflang="en">Students</a></div> </div> </div> </div> </div> </div> Thu, 28 Sep 2023 18:42:25 +0000 Teresa Donnellan 108936 at Department of Statistics leaps ahead in rankings /news/2022-03/department-statistics-leaps-ahead-rankings <span>Department of Statistics leaps ahead in rankings</span> <span><span>Martha Bushong</span></span> <span>Wed, 03/30/2022 - 12:18</span> <div class="layout layout--gmu layout--twocol-section layout--twocol-section--30-70"> <div class="layout__region region-first"> </div> <div class="layout__region region-second"> <div data-block-plugin-id="field_block:node:news_release:body" class="block block-layout-builder block-field-blocknodenews-releasebody"> <div class="field field--name-body field--type-text-with-summary field--label-visually_hidden"> <div class="field__label visually-hidden">Body</div> <div class="field__item"><p><span><span><span><span>Strategic thinking and increased research led to a major leap forward in the<a href="https://cec.gmu.edu" title="College of Engineering and Computing"> College of Engineering and Computing鈥檚</a> <a href="https://statistics.gmu.edu">Department of Statistics</a> ranking. Since <em><a href="https://www.usnews.com/">U.S. News and World Report</a></em> last measured, the statistics department rose from 82 to 54 in the rankings.</span></span></span></span></p> <p><span><span><span><span>When Jiayang Sun arrived as the new chair in 2019, she came with a plan to hire more faculty and increase research. Since 2020 the department has set new records in research expenditures, hiring seven new faculty members in the fall of 2020-fall 2021 and welcoming other faculty including those on sabbatical leave. Sun says, 鈥淭he new faculty brought with them outstanding strengths in statistics and data science.鈥 </span></span></span></span></p> <p><span><span><span><span>鈥淲e are very pleased and excited by the significant jump in the rankings by our Department of Statistics and congratulate the entire department and its leadership for their success,鈥 says Ken Ball, dean of the College of Engineering and Computing. 鈥淥ver the past several years, the College of Engineering and Computing has made a considerable investment in our statistics programs, including over $1.5 million for new faculty start-up funds and graduate research assistants.鈥</span></span></span></span></p> <p><span><span><span><span>The department also strengthened its four-year-old partnership with Inova Health which has provided tenure-track and term faculty opportunities for collaborative research. Assistant Professor </span></span><span><span>David Kepplinger, a new hire, is involved with the partnership. He says, 鈥淭he research culture at Mason and the statistics department is built around the idea of collaboration. Everyone is open to sharing ideas and joining forces. There are many opportunities around campus and in the D.C. area to work with experts from diverse fields and translate our statistical research into practice鈥 leveraging our expertise in methodology, theory, and computation鈥攖o open the doors for impactful scientific discoveries.鈥</span></span></span></span></p> <p>聽</p> <p><span><span><span><span>鈥淲e have outstanding faculty who are national leaders in their areas of expertise. With proper support and expected growth, knowing the facts about other peers, we hope for another leap in the future,鈥 says Sun.</span></span></span></span></p> <p>聽</p> </div> </div> </div> <div data-block-plugin-id="field_block:node:news_release:field_content_topics" class="block block-layout-builder block-field-blocknodenews-releasefield-content-topics"> <h2>Topics</h2> <div class="field field--name-field-content-topics field--type-entity-reference field--label-visually_hidden"> <div class="field__label visually-hidden">Topics</div> <div class="field__items"> <div class="field__item"><a href="/taxonomy/term/7351" hreflang="en">Department of Statistics</a></div> <div class="field__item"><a href="/taxonomy/term/3876" hreflang="en">graduate program rankings</a></div> </div> </div> </div> </div> </div> Wed, 30 Mar 2022 16:18:25 +0000 Martha Bushong 67856 at Mason Department of Statistics welcomes new faculty /news/2021-12/mason-department-statistics-welcomes-new-faculty <span>Mason Department of Statistics welcomes new faculty </span> <span><span>Rena Malai</span></span> <span>Tue, 12/14/2021 - 11:32</span> <div class="layout layout--gmu layout--twocol-section layout--twocol-section--30-70"> <div class="layout__region region-first"> <div data-block-plugin-id="field_block:node:news_release:field_associated_people" class="block block-layout-builder block-field-blocknodenews-releasefield-associated-people"> <h2>In This Story</h2> <div class="field field--name-field-associated-people field--type-entity-reference field--label-visually_hidden"> <div class="field__label visually-hidden">People Mentioned in This Story</div> <div class="field__items"> <div class="field__item"><a href="/node/52646" hreflang="en">Isuru Dassanayake</a></div> <div class="field__item"><a href="/profiles/ihu" hreflang="en">Inchi Hu</a></div> <div class="field__item"><a href="/profiles/dkepplin" hreflang="und">David Kepplinger</a></div> <div class="field__item"><a href="/profiles/slee287" hreflang="und">Ben Seiyon Lee</a></div> <div class="field__item"><a href="/profiles/kpasiah" hreflang="en">Kenneth Pasiah</a></div> <div class="field__item"><a href="/profiles/lwang41" hreflang="en">Lily Wang</a></div> </div> </div> </div> </div> <div class="layout__region region-second"> <div data-block-plugin-id="field_block:node:news_release:body" class="block block-layout-builder block-field-blocknodenews-releasebody"> <div class="field field--name-body field--type-text-with-summary field--label-visually_hidden"> <div class="field__label visually-hidden">Body</div> <div class="field__item"><p>The 海角社区 Department of Statistics鈥痺elcomed eight new faculty members in 2020 鈥 2021.聽聽</p> <p>鈥淭he research portfolios of these new faculty members are excellent, representing wide-ranging important fields in modern statistics and data science,鈥 says聽Jiayang Sun, department chair.聽聽</p> <p>The new faculty members, listed alphabetically, are as follows:聽Jonathan Auerbach,聽Isuru聽Dassanayake,聽Inchi聽Hu, David聽Kepplinger, Ben聽Seiyon聽Lee, Mary Meyer, Kenneth聽Pasiah, and聽Lily Wang.聽</p> <p>According to聽Kepplinger, the聽Department聽of Statistics, which is a part of the School of Computing within Mason鈥檚 College of Engineering and Computing,聽is poised for growth.聽</p> <p>鈥淭he research culture at Mason and the statistics department, in particular, is built around the idea of collaboration,鈥 he says. 鈥淓veryone is open to sharing ideas and joining forces.鈥澛</p> <p><a href="https://magazine.amstat.org/blog/2021/12/01/mason-new-faculty/" target="_blank">A recent article in AMSTAT News</a>聽describes the background of each of the eight new hires, who are聽internationally recognized experts in the areas of health care, economics, technology, clinical trials, and public policy.鈥</p> </div> </div> </div> <div data-block-plugin-id="field_block:node:news_release:field_content_topics" class="block block-layout-builder block-field-blocknodenews-releasefield-content-topics"> <h2>Topics</h2> <div class="field field--name-field-content-topics field--type-entity-reference field--label-visually_hidden"> <div class="field__label visually-hidden">Topics</div> <div class="field__items"> <div class="field__item"><a href="/taxonomy/term/7351" hreflang="en">Department of Statistics</a></div> <div class="field__item"><a href="/taxonomy/term/3046" hreflang="en">health care</a></div> <div class="field__item"><a href="/taxonomy/term/2666" hreflang="en">economics</a></div> <div class="field__item"><a href="/taxonomy/term/7276" hreflang="en">Science & Technology</a></div> </div> </div> </div> </div> </div> Tue, 14 Dec 2021 16:32:42 +0000 Rena Malai 62136 at Statistics professor takes on big data challenges with multi-faceted research /news/2021-11/statistics-professor-takes-big-data-challenges-multi-faceted-research <span>Statistics professor takes on big data challenges with multi-faceted research</span> <span><span>Martha Bushong</span></span> <span>Fri, 11/19/2021 - 14:19</span> <div class="layout layout--gmu layout--twocol-section layout--twocol-section--30-70"> <div class="layout__region region-first"> <div data-block-plugin-id="field_block:node:news_release:field_associated_people" class="block block-layout-builder block-field-blocknodenews-releasefield-associated-people"> <h2>In This Story</h2> <div class="field field--name-field-associated-people field--type-entity-reference field--label-visually_hidden"> <div class="field__label visually-hidden">People Mentioned in This Story</div> <div class="field__items"> <div class="field__item"><a href="/profiles/lwang41" hreflang="en">Lily Wang</a></div> </div> </div> </div> </div> <div class="layout__region region-second"> <div data-block-plugin-id="field_block:node:news_release:body" class="block block-layout-builder block-field-blocknodenews-releasebody"> <div class="field field--name-body field--type-text-with-summary field--label-visually_hidden"> <div class="field__label visually-hidden">Body</div> <div class="field__item"><p><span><span><span>海角社区鈥檚 outstanding location, available opportunities, and growing reputation combined to produce a winning formula that attracted statistics professor Lily Wang to the College of Engineering and Computing聽<a href="https://statistics.gmu.edu" title="Statistics Department">Department of Statistics</a>聽in fall 2021.</span></span></span></p> <p><span><span><span>鈥淐ollaboration is the key for my profession, and the Washington, D.C. area has so many government agencies and top聽technology companies, and it creates fantastic opportunities. Mason is growing so fast and on an impressive trajectory,鈥 says Wang. </span></span></span></p> <p><span><span><span>Wang鈥檚 primary areas of research are broad and diverse. They include non- and semi-parametric聽modeling and inference, statistical learning of data objects with complex features, methodologies for functional data,聽spatiotemporal data, survey sampling, and聽data reduction methods. Working at the interface of statistics, mathematics, and computer science, she is also interested in general issues related to data science and big data analytics. Her methods have a wide application in engineering, neuroimaging, epidemiology, environmental studies,聽economics,聽and biomedical</span><span> science.</span></span></span></p> <p><span><span><span>For example, she has been heavily involved with the Centers for Disease Control and spatiotemporal data related to the COVID-19 pandemic. The team鈥檚 research findings created a dashboard with multiple apps embedded. The dashboard provides a real-time seven-day forecast and a long-term forecast of COVID-19 infection and death count at the county and state level, and the corresponding risk analysis. 鈥淲e are honored to be one of the teams that the CDC is relying on to better understand and forecast COVID-19 in the United States,鈥 says Wang.</span></span></span></p> <p><span><span><span>Another area of great interest to Wang is using functional data to learn how to apply statistics to help with early disease diagnosis and disease prognosis prediction. Currently, most existing studies focus on one-dimensional (1D) function. For example, 1D children鈥檚 growth charts are commonly used to screen children鈥檚 growth. 鈥淢odern technologies produce large volumes of multi-modality imaging data that might be used as biomarkers for diseases,鈥 Wang said. So, Wang鈥檚 research team uses 2D and higher dimensional medical imaging data and other clinical and genetic data for Alzheimer鈥檚 disease research. </span></span></span></p> <p><span><span><span>The wealth of data presents new opportunities to innovate in science and technology; however, it also requires a parallel effort in statistical method development that enables researchers to make a rigorous inference. She says, 鈥淚f you think about a high-resolution image, you can have a million pixels for just the one image, and beyond the image, you also have the patient medical and genetic information, so-called 鈥<em>big data squared</em>.鈥 Analysis of these big data can easily go beyond the capability of the traditional methods. Our state-of-art statistical models and powerful learning tools can help to delineate associations among these data.鈥</span></span></span></p> <p><span><span><span>Wang is also teaching a split undergraduate/graduate course in applied regression analysis. She really cares about her students, and she always offers various modalities of her classes. She says, 鈥淚 always try my best to accommodate students鈥 special needs, especially under the pandemic.鈥 </span></span></span></p> <p><span><span><span>Whether she is teaching students or working with research collaborators, Wang鈥檚 excitement about being a new faculty member at Mason comes through. 鈥淪tatistics is a thriving and fast-developing discipline in the data science era. Our department at Mason is home to renowned researchers in statistics, biostatistics, and data science/analytics with a bright future. I am so happy to be part of it,鈥 she says.</span></span></span></p> </div> </div> </div> <div data-block-plugin-id="field_block:node:news_release:field_content_topics" class="block block-layout-builder block-field-blocknodenews-releasefield-content-topics"> <h2>Topics</h2> <div class="field field--name-field-content-topics field--type-entity-reference field--label-visually_hidden"> <div class="field__label visually-hidden">Topics</div> <div class="field__items"> <div class="field__item"><a href="/taxonomy/term/7351" hreflang="en">Department of Statistics</a></div> <div class="field__item"><a href="/taxonomy/term/6971" hreflang="en">COVID-19; Research</a></div> <div class="field__item"><a href="/taxonomy/term/19146" hreflang="en">CEC faculty research</a></div> </div> </div> </div> </div> </div> Fri, 19 Nov 2021 19:19:36 +0000 Martha Bushong 58021 at