{"id":2,"date":"2015-09-08T20:52:05","date_gmt":"2015-09-09T00:52:05","guid":{"rendered":"http:\/\/pages.vassar.edu\/jihu\/?page_id=2"},"modified":"2025-04-15T18:32:35","modified_gmt":"2025-04-15T22:32:35","slug":"sample-page","status":"publish","type":"page","link":"https:\/\/pages.vassar.edu\/jihu\/","title":{"rendered":"Home"},"content":{"rendered":"<p>I am a statistician and an Associate Professor in the <a href=\"http:\/\/pages.vassar.edu\/jihu\/files\/2024\/08\/Monika2024_1-scaled-e1723839053906.jpg\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-981  alignright\" src=\"http:\/\/pages.vassar.edu\/jihu\/files\/2024\/08\/Monika2024_1-scaled-e1723839053906-300x300.jpg\" alt=\"\" width=\"128\" height=\"128\" srcset=\"https:\/\/pages.vassar.edu\/jihu\/files\/2024\/08\/Monika2024_1-scaled-e1723839053906-300x300.jpg 300w, https:\/\/pages.vassar.edu\/jihu\/files\/2024\/08\/Monika2024_1-scaled-e1723839053906-1024x1024.jpg 1024w, https:\/\/pages.vassar.edu\/jihu\/files\/2024\/08\/Monika2024_1-scaled-e1723839053906-150x150.jpg 150w, https:\/\/pages.vassar.edu\/jihu\/files\/2024\/08\/Monika2024_1-scaled-e1723839053906-768x768.jpg 768w, https:\/\/pages.vassar.edu\/jihu\/files\/2024\/08\/Monika2024_1-scaled-e1723839053906-1536x1536.jpg 1536w, https:\/\/pages.vassar.edu\/jihu\/files\/2024\/08\/Monika2024_1-scaled-e1723839053906.jpg 2036w\" sizes=\"auto, (max-width: 128px) 100vw, 128px\" \/><\/a><a href=\"http:\/\/math.vassar.edu\/\" target=\"_blank\" rel=\"noopener\">Department of Mathematics and Statistics<\/a>\u00a0at <a href=\"http:\/\/www.vassar.edu\/\" target=\"_blank\" rel=\"noopener\">Vassar College<\/a>. I received my Ph.D. in statistics from <a href=\"http:\/\/duke.edu\" target=\"_blank\" rel=\"noopener\">Duke University <\/a><a href=\"http:\/\/stat.duke.edu\" target=\"_blank\" rel=\"noopener\">Department of Statistical Science<\/a>\u00a0in 2015 (advisor: <a href=\"https:\/\/stat.duke.edu\/~jerry\/\" target=\"_blank\" rel=\"noopener\">Jerry Reiter<\/a>) and my BSc in Computing Mathematics, <a href=\"http:\/\/www6.cityu.edu.hk\/ma\/\" target=\"_blank\" rel=\"noopener\">Department of Mathematics<\/a>, <a href=\"http:\/\/www.cityu.edu.hk\/\" target=\"_blank\" rel=\"noopener\">City University of Hong Kong<\/a> in 2011.<\/p>\n<p>I was selected as the <a href=\"https:\/\/www.bls.gov\/osmr\/asa_nsf_bls_fellowship_info.htm\" target=\"_blank\" rel=\"noopener\">ASA\/NSF\/BLS Fellow<\/a> at the\u00a0<a href=\"https:\/\/www.bls.gov\/\" target=\"_blank\" rel=\"noopener\">Bureau of Labor Statistics<\/a> in Washington D.C., 2018 &#8211; 2019,\u00a0a faculty fellow of Data Analysis and Statistics Research Opportunities with\u00a0<span class=\"il\">NSF,\u00a0<a href=\"https:\/\/www.nsf.gov\/statistics\/\" target=\"_blank\" rel=\"noopener\">National Center for Science and Engineering Statistics<\/a> (NCSES), June to December 2020 and June to August 2021, and<\/span>\u00a0a fellow at <a href=\"https:\/\/opendp.org\/\" target=\"_blank\" rel=\"noopener\">OpenDP<\/a> in summer 2021. Currently I am a <a href=\"https:\/\/www.urban.org\/author\/jingchen-monika-hu\" target=\"_blank\" rel=\"noopener\">non-resident fellow at Urban Institute<\/a>.\u00a0<\/p>\n<p>I also provide statistical consulting service, mainly on data privacy and confidentiality. Currently I am a statistical consultant for the\u00a0<a href=\"https:\/\/www1.nyc.gov\/site\/doh\/index.page\" target=\"_blank\" rel=\"noopener\">New York City Department of Health and Mental Hygiene<\/a>\u00a0on microdata privacy and confidentiality protection projects.<\/p>\n<p>Click <a href=\"http:\/\/pages.vassar.edu\/jihu\/files\/2025\/02\/JingchenMonikaHu_cv.pdf\" target=\"_blank\" rel=\"noopener\">here<\/a> for my CV.<\/p>\n<p><strong>News:<\/strong><\/p>\n<p><em>April 2025:<\/em><\/p>\n<p>For family reasons, I am taking a leave from Vassar College and will be joining the <a href=\"https:\/\/www2.math.binghamton.edu\/p\/start\" target=\"_blank\" rel=\"noopener\">Mathematics and Statistics Department at Binghamton University<\/a>, starting Fall 2025.<\/p>\n<p>I organized an invited session on &#8220;Recent Developments in Statistical Data Privacy Techniques and Applications&#8221; at the <a href=\"https:\/\/symposium2025.icsa.org\/\" target=\"_blank\" rel=\"noopener\">2025 ICSA Applied Statistics Symposium<\/a> in June 2025.\u00a0<\/p>\n<p>I am so honored to be selected for the <a href=\"https:\/\/www.cityu.edu.hk\/csci\/about-us\/awards-and-recognitions\/distinguished-alumni-award-ala\" target=\"_blank\" rel=\"noopener\">2024\/25 Distinguished Alumni Award<\/a> from College of Science, City University of Hong Kong.\u00a0<\/p>\n<p>Come and check it out:<a href=\"http:\/\/pages.vassar.edu\/datafest\/\" target=\"_blank\" rel=\"noopener\"> DataFest 2025 @ Vassar<\/a> from April 11th to April 13th, 2025!!<\/p>\n<hr \/>\n<p><em>FEBRUARY 2024:<\/em><\/p>\n<p>I will be presenting my work with Matthew Williams and Terrance Savitsky on <a href=\"https:\/\/arxiv.org\/abs\/2205.05003\" target=\"_blank\" rel=\"noopener\">Mechanisms for Global Differential Privacy under Bayesian Data Synthesis<\/a> at an invited session at the Statistical Society of Canada Annual Meeting 2024 in June 2024 and at the International Society for Bayesian Analysis 2024 (ISBA 2024) World Meeting in July 2024. I will be serving as the session chair of a topic-contributed session on Evaluating Statistical Disclosure Control Techniques based on the Risk and Utility of Privacy-Protected Data at the Joint Statistical Meetings 2024 in August 2024.<\/p>\n<p>Mine Dogucu, Amy Herring and I are hosting our 2024 <a href=\"https:\/\/www.stat.uci.edu\/bayes-bats\/\" target=\"_blank\" rel=\"noopener\">Bayes BATS<\/a> bootcamp at Vassar in July 2024! We are so excited to welcome another cohort of STEM educators to immerse in a week-long training and exchange of Bayesian topics and the teaching of them. The <a href=\"https:\/\/berap-isba.github.io\/\" target=\"_blank\" rel=\"noopener\">ISBA BERaP (Bayesian Education Research and Practice)<\/a> section is hosting a mixer at ISBA 2024 in Venice and we hope to see you there! Also at ISBA 2024, Harrison Quick and I will be giving a short course on <a href=\"https:\/\/www.unive.it\/web\/en\/5492\/short-courses\" target=\"_blank\" rel=\"noopener\">Bayesian Methods for Statistical Data Privacy<\/a> and we hope to see you there!<\/p>\n<p>Join us for the <a href=\"https:\/\/privacypublicpolicy-conference.github.io\/website\/\" target=\"_blank\" rel=\"noopener\">Privacy and Public Policy Conference<\/a> in September 2024 at Georgetown Massive Data Institute!!<\/p>\n<p>My consulting work at the\u00a0<a href=\"https:\/\/www1.nyc.gov\/site\/doh\/index.page\" target=\"_blank\" rel=\"noopener\">New York City Department of Health and Mental Hygiene<\/a> (NYC DOHMH) is going to be presented by my NYC DOHMH colleagues at the <a href=\"https:\/\/urldefense.com\/v3\/__https:\/www.census.gov\/fedcasic\/__;!!E4HZMw!DX0TgoBfqDpXjc2O40pOILbbgvmTjfPXu8vY2zErs2Fr8Z2nsDtBRihwrXRU0t8TIF0aV2Ql2o3puX_AZLvpUre9IrM$\" target=\"_blank\" rel=\"noopener noreferrer\" data-auth=\"NotApplicable\" data-linkindex=\"2\">Federal Computer Assisted Survey Information Collection (<span class=\"markfwzejd1a3\" data-markjs=\"true\" data-ogac=\"\" data-ogab=\"\" data-ogsc=\"\" data-ogsb=\"\">FedCASIC<\/span>) Workshop <\/a>in April 2024 and the <a href=\"https:\/\/aapor.org\/aapor-79th-annual-conference\/\" target=\"_blank\" rel=\"noopener\">American Association for Public Opinion Research (AAPOR) 2024 annual conference<\/a> in May 2024.<\/p>\n<p>Come and check it out:<a href=\"http:\/\/pages.vassar.edu\/datafest\/\" target=\"_blank\" rel=\"noopener\"> DataFest 2024 @ Vassar<\/a> from April 5th to April 7th, 2024!!<\/p>\n<hr \/>\n<p><em>MARCH 2022:<\/em><\/p>\n<p>I will be presenting my work with Terrance Savitsky and Matthew Williams on <a href=\"https:\/\/academic.oup.com\/jssam\/advance-article\/doi\/10.1093\/jssam\/smac001\/6541788?guestAccessKey=56e59c6e-3ce5-48d7-bbe4-69594e519d17\" target=\"_blank\" rel=\"noopener\">Private Tabular Survey Data Products through Synthetic Microdata Generation<\/a> at an invited session at the Joint Mathematical Meetings (virtual) in April 2022, at RAND&#8217;s Statistical Seminar in June 2022, at\u00a0<a href=\"http:\/\/www.fields.utoronto.ca\/activities\/22-23\/privacy\" target=\"_blank\" rel=\"noopener\">Fields Institute Workshop on Differential Privacy and Statistical Data Analysis<\/a> in July 2022, and at an invited session at\u00a0<a href=\"http:\/\/www.cmstatistics.org\/CMStatistics2022\/\" target=\"_blank\" rel=\"noopener\">CMStatistics 2022<\/a> in December 2022. I will also present our newest work on <a href=\"https:\/\/arxiv.org\/abs\/2205.05003\" target=\"_blank\" rel=\"noopener\">Mechanisms for Global Differential Privacy under Bayesian Data Synthesis<\/a> at a topic-contributed session at IMS Annual Meeting 2022 and an invited session at the Joint Statistical Meetings in August 2022.<\/p>\n<p>I organized two invited sessions at <a href=\"https:\/\/bayesian.org\/\" target=\"_blank\" rel=\"noopener\">ISBA 2022<\/a>: Recent Advancements in Bayesian Methods for Statistical Data Privacy and Recent Developments in Bayesian Education. Can&#8217;t wait to be in Montreal for ISBA 2022!<\/p>\n<p>I was one of the invited panelists at ASA Privacy Day Webinar in January 2022. <a href=\"https:\/\/www.youtube.com\/watch?v=sQ6u2R3MBRY\" target=\"_blank\" rel=\"noopener\">Here<\/a> is the session recording and <a href=\"https:\/\/docs.google.com\/presentation\/d\/1pjbJLQpWW6YvGtYKsevwb1QkM2eVm21nMuMCGWVF1OU\/edit#slide=id.g10dd4c3c8cb_0_81\" target=\"_blank\" rel=\"noopener\">here<\/a> is the link to my slide deck on Incorporating Disclosure Risk in Designing Data Synthesis Models.<\/p>\n<p>Kevin Ross and I will give an eCOTS workshop on Introducing Bayesian Statistical Analysis into Your Teaching, May 2022.\u00a0Check it out <a href=\"https:\/\/www.causeweb.org\/cause\/ecots\/ecots22\/program\/workshops\" target=\"_blank\" rel=\"noopener\">here<\/a> and many other great workshops!<\/p>\n<p>Come and check it out:<a href=\"http:\/\/pages.vassar.edu\/datafest\/\" target=\"_blank\" rel=\"noopener\">\u00a0DataFest 2022 @ Vassar<\/a> from April 1st to April 3rd, 2022!!<\/p>\n<p>We are offering a co-taught, cross-campus <a href=\"https:\/\/lacol.net\/critical-ds\/\" target=\"_blank\" rel=\"noopener\">Introduction to Data Science<\/a> course, June 8 to August 5, 2022 for the fourth time! Registration opens soon so stay tuned.\u00a0I am also sharing Vassar&#8217;s <a href=\"https:\/\/lacol.net\/bayesian-stats\/\" target=\"_blank\" rel=\"noopener\">MATH 347 Bayesian Statistics again on the LACOL network<\/a> for Spring 2022: check out the <a href=\"https:\/\/www.youtube.com\/playlist?list=PL_lWxa4iVNt2GBPOVZMVKD4jYl9Q7hs2K\" target=\"_blank\" rel=\"noopener\">course recordings<\/a>\u00a0and teaching and learning materials at this GitHub\u00a0<a href=\"https:\/\/github.com\/monika76five\/Undergrad-Bayesian-Statistics\" target=\"_blank\" rel=\"noopener\">repo<\/a>.<\/p>\n<hr \/>\n<p><em>FEB 2021:<\/em><\/p>\n<p>I will be presenting my work with Terrance Savitsky and Matthew Williams on <a href=\"https:\/\/arxiv.org\/abs\/1908.07639\" target=\"_blank\" rel=\"noopener\">Risk-efficient Bayesian Data Synthesis for Privacy Protection<\/a>\u00a0at invited sessions at\u00a0<a href=\"https:\/\/ww2.amstat.org\/meetings\/ices\/2020\/\" target=\"_blank\" rel=\"noopener\">2021 The Sixth International Conference on Establishment Statistics<\/a>. Mine Dogucu and I are presenting our Bayesian teaching experience and resources at <a href=\"https:\/\/ww2.amstat.org\/meetings\/sdss\/2021\/\" target=\"_blank\" rel=\"noopener\">SDSS 2021<\/a> in June 2021.<\/p>\n<p>Kevin Ross and I will give a USCOTS workshop on Introducing Bayesian Statistical Analysis into Your Teaching, June 2021. Check it out <a href=\"https:\/\/www.causeweb.org\/cause\/uscots\/uscots21\/program\/workshops\" target=\"_blank\" rel=\"noopener\">here<\/a> and many other great workshops!<\/p>\n<p>Come and check it out:<a href=\"http:\/\/pages.vassar.edu\/datafest\/\" target=\"_blank\" rel=\"noopener\">\u00a0DataFest 2021 @ Vassar<\/a> from April 16th to April 18th, 2021!!<\/p>\n<p>We are offering a co-taught, cross-campus <a href=\"https:\/\/lacol.net\/critical-ds\/\" target=\"_blank\" rel=\"noopener\">Introduction to Critical Data Science<\/a> course, June 6 to August 6, 2021 for the third time! Registration opens on March 22, 2021.<\/p>\n<p>Colin Rundel, Kevin Ross and I are hosting a panel discussion on <a href=\"https:\/\/www.causeweb.org\/cause\/webinar\/jsdse\/2021-02\" target=\"_blank\" rel=\"noopener\">Bayesian Methods and the Statistics and Data Science Curriculum<\/a> as part of the CAUSE and JSDSE series.<\/p>\n<p>I am giving a talk on my work with\u00a0Terrance Savitsky and Matthew Williams on <a href=\"https:\/\/arxiv.org\/abs\/2101.06188\" target=\"_blank\" rel=\"noopener\">Private Tabular Survey Data Products through Synthetic Microdata Generation<\/a>\u00a0at brown bag series at the National Center for Science and Engineering Statistics (NCSES).<\/p>\n<hr \/>\n<p><em>JAN 2020: <\/em><\/p>\n<p>Jim Albert and I will give a JSM short course on\u00a0Bayesian Thinking: Fundamentals, Computation, and Hierarchical Modeling.<\/p>\n<p>I will be presenting my work with Terrance Savitsky on <a href=\"https:\/\/arxiv.org\/abs\/1908.07639\" target=\"_blank\" rel=\"noopener\">Risk-efficient Bayesian Data Synthesis for Privacy Protection<\/a>\u00a0at invited sessions at the Joint Statistical Meetings 2020.\u00a0Also at <a href=\"https:\/\/www.westat.com\/\" target=\"_blank\" rel=\"noopener\">Westat<\/a>, Smith College and UMass Amherst in Spring 2020.<\/p>\n<p>We are offering a co-taught, cross-campus <a href=\"https:\/\/lacol.net\/critical-ds\/\" target=\"_blank\" rel=\"noopener\">Introduction to Critical Data Science<\/a> course, June 10 to August 7, 2020 again! Registration opens on March 1, 2020. I will be co-presenting aspects of the course at\u00a0<a href=\"https:\/\/onlinelearningconsortium.org\/attend-2020\/innovate\/\" target=\"_blank\" rel=\"noopener\">OLC Innovate in Chicago<\/a> in April 2020.<\/p>\n<p>Come and check it out:<a href=\"http:\/\/pages.vassar.edu\/datafest\/\" target=\"_blank\" rel=\"noopener\">\u00a0DataFest 2020 @ Vassar<\/a> from April 17th to April 19th, 2020!!<\/p>\n<p>I am sharing Vassar&#8217;s <a href=\"https:\/\/lacol.net\/spring-2020-stats\/\" target=\"_blank\" rel=\"noopener\">MATH 301 Data Confidentiality and MATH 399 Bayesian Inference with Python on the LACOL network<\/a> for Spring 2020.<\/p>\n<p>My <a href=\"https:\/\/monika76five.github.io\/ProbBayes\/\" target=\"_blank\" rel=\"noopener\">Probability and Bayesian Modeling<\/a> book with Jim Albert was published by CRC Press in the <a href=\"https:\/\/www.crcpress.com\/Chapman--HallCRC-Texts-in-Statistical-Science\/book-series\/CHTEXSTASCI\" target=\"_blank\" rel=\"noopener\">Texts in Statistical Science series<\/a>!<\/p>\n<hr \/>\n<p><em>MAY 2019:<\/em><\/p>\n<p>I am sharing Vassar&#8217;s <a href=\"https:\/\/lacol.net\/bayesian-stats\/\" target=\"_blank\" rel=\"noopener\">MATH 347 Bayesian Statistics again on the LACOL network<\/a> for Fall 2019.<\/p>\n<p>I am co-teaching a cross-campus <a href=\"https:\/\/lacol.net\/critical-ds\/\" target=\"_blank\" rel=\"noopener\">Introduction to Critical Data Science<\/a> course, June 3 to July 26, 2019, with colleagues from\u00a0Swarthmore College,\u00a0<span class=\"m_-6381384698808162758gmail-m_-7050779547095676870gmail-m_-5200440236232889678m_2232873767642731200gmail-il\">Washington<\/span>\u00a0and\u00a0<span class=\"m_-6381384698808162758gmail-m_-7050779547095676870gmail-m_-5200440236232889678m_2232873767642731200gmail-il\">Lee<\/span>\u00a0University, and Williams College.<\/p>\n<p>I am giving a workshop on <a href=\"https:\/\/blendlac2019.sched.com\/event\/MG83\/teaching-a-sharedhybridonline-course-using-zoom\" target=\"_blank\" rel=\"noopener\">Teaching a Shared\/Hybrid\/Online Course using Zoom<\/a> at the <a href=\"https:\/\/www.brynmawr.edu\/blendedlearning\/conference\" target=\"_blank\" rel=\"noopener\">Blended Learning in the Liberal Arts Conference<\/a> on May 22nd, 2019!<\/p>\n<p>Come and check it out:<a href=\"http:\/\/pages.vassar.edu\/datafest\/\" target=\"_blank\" rel=\"noopener\">\u00a0DataFest 2019 @ Vassar<\/a> from April 12th to April 14th, 2019!!<\/p>\n<p>I am giving seminars on recent collaborative work on\u00a0Bayesian Pseudo Posterior Synthesis for Data Privacy Protection (<a href=\"http:\/\/pages.vassar.edu\/jihu\/files\/2019\/03\/Presentation_MonikaHu.pdf\" target=\"_blank\" rel=\"noopener\">seminar slides<\/a>; <a href=\"https:\/\/arxiv.org\/abs\/1901.06462\" target=\"_blank\" rel=\"noopener\">manuscript<\/a>) at the US Census Bureau and USDA National Agricultural Statistical Services in March 2019.<\/p>\n\n\n<div class=\"wp-block-media-text alignwide is-stacked-on-mobile\"><figure class=\"wp-block-media-text__media\"><\/figure><div class=\"wp-block-media-text__content\">\n<p><\/p>\n<\/div><\/div>\n","protected":false},"excerpt":{"rendered":"<p>I am a statistician and an Associate Professor in the Department of Mathematics and Statistics\u00a0at Vassar College. I received my Ph.D. in statistics from Duke University Department of Statistical Science\u00a0in 2015 (advisor: Jerry Reiter) and my BSc in Computing Mathematics, Department of Mathematics, City University of Hong Kong in 2011. I was selected as the &hellip; <a href=\"https:\/\/pages.vassar.edu\/jihu\/\" class=\"more-link\">Continue reading <span class=\"screen-reader-text\">Home<\/span> <span class=\"meta-nav\">&rarr;<\/span><\/a><\/p>\n","protected":false},"author":5309,"featured_media":0,"parent":0,"menu_order":1,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-2","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/pages.vassar.edu\/jihu\/wp-json\/wp\/v2\/pages\/2","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/pages.vassar.edu\/jihu\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/pages.vassar.edu\/jihu\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/pages.vassar.edu\/jihu\/wp-json\/wp\/v2\/users\/5309"}],"replies":[{"embeddable":true,"href":"https:\/\/pages.vassar.edu\/jihu\/wp-json\/wp\/v2\/comments?post=2"}],"version-history":[{"count":99,"href":"https:\/\/pages.vassar.edu\/jihu\/wp-json\/wp\/v2\/pages\/2\/revisions"}],"predecessor-version":[{"id":1015,"href":"https:\/\/pages.vassar.edu\/jihu\/wp-json\/wp\/v2\/pages\/2\/revisions\/1015"}],"wp:attachment":[{"href":"https:\/\/pages.vassar.edu\/jihu\/wp-json\/wp\/v2\/media?parent=2"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}