{"id":8,"date":"2015-10-02T23:29:48","date_gmt":"2015-10-03T03:29:48","guid":{"rendered":"http:\/\/pages.vassar.edu\/jihu\/?page_id=8"},"modified":"2024-09-26T10:33:18","modified_gmt":"2024-09-26T14:33:18","slug":"teaching","status":"publish","type":"page","link":"https:\/\/pages.vassar.edu\/jihu\/teaching-2\/teaching\/","title":{"rendered":"Courses"},"content":{"rendered":"

Vassar College<\/strong><\/em><\/p>\n

Fall 2024<\/strong><\/p>\n

MATH 347 Bayesian Statistics<\/p>\n

MATH 388 Statistical Data Privacy<\/p>\n

Courses that I’ve taught<\/strong><\/p>\n

MATH\u00a0126 Calculus IIA: Integration Theory<\/p>\n

MATH 127 Calculus IIB: Sequences and Series<\/p>\n

MATH 141 Introduction to Statistical Reasoning<\/p>\n

CPMU \/ MATH 144 Foundations of Data Science<\/p>\n

MATH 220 Multivariable Calculus<\/p>\n

MATH 240 Introduction to Statistics<\/p>\n

MATH 241 Probability\u00a0(teaching and learning material<\/a>\u00a0from Spring 2021)<\/p>\n

MATH 242 Applied Statistical Modeling<\/p>\n

MATH 290 Field Work<\/p>\n

MATH 301 Data Confidentiality \/ Statistical Data Privacy<\/p>\n

MATH 341 Statistical Inference<\/p>\n

MATH 347 Bayesian Statistics (teaching and learning material<\/a> from Fall 2019; in Fall 2017, Spring 2019, Fall 2019 and Spring 2022, this course was offered through LACOL<\/a>; find out more on the subpage Online\/Blended Education<\/a>)<\/p>\n

MATH 298\/399 Independent Study; current and previous topics include:<\/p>\n

    \n
  1. Attribute Disclosure Risk Evaluation for Synthetic Data<\/li>\n
  2. Bayesian Estimation of Future Realized Volatility<\/li>\n
  3. Bayesian Inference with Python<\/li>\n
  4. Bayesian Methods for Sparse Data<\/li>\n
  5. Bayesian Network Analysis<\/li>\n
  6. Bayesian Non-Parametric Models<\/li>\n
  7. Bayesian Time Series<\/li>\n
  8. Bayesian Variable and Model Selection<\/li>\n
  9. Identification Risks of Partial Synthetic Data<\/li>\n
  10. LACOL Course Developer<\/li>\n
  11. Machine Learning Email Classification<\/li>\n
  12. Pedagogical Partnership<\/li>\n
  13. Python for Data Science<\/li>\n
  14. Think Bayes<\/li>\n
  15. Topics of Data Science<\/li>\n
  16. Tree-Based Meth\/Synthetic data<\/li>\n<\/ol>\n
    \n

    Duke University<\/strong><\/em><\/p>\n

    Instructor, STA 101\u00a0Data Analysis and Statistical Inference, Summer 2014<\/p>\n

    Recipient of Certificate of College Teaching<\/a>, Graduate School, Duke University, May 2015<\/p>\n

    \n

    Short courses\/workshops<\/strong><\/em><\/p>\n

    – ASA Traveling Course, Philadelphia and Southern Ontario Chapters<\/strong><\/p>\n

    Introducing Bayesian Statistical Analysis into Your Teaching, Fall 2023 (co-instructor: Kevin Ross) (resources<\/a>)<\/p>\n

    – eCOTS 2022<\/strong><\/em><\/p>\n

    Introducing Bayesian Statistical Analysis into Your Teaching, May 2022 (co-instructor: Kevin Ross) (resources<\/a>)<\/p>\n

    – USCOTS 2021<\/strong><\/em><\/p>\n

    Introducing Bayesian Statistical Analysis into Your Teaching, June 2021 (co-instructor: Kevin Ross) (resources<\/a>)<\/p>\n

    – Joint Statistical Meetings 2020<\/strong><\/em><\/p>\n

    Bayesian Thinking: Fundamentals, Computation, and Hierarchical Modeling, November 2020 (co-instructor: Jim Albert)<\/p>\n

    – National Center for Science and Engineering Statistics (NCSES) Lecture Series<\/strong><\/em><\/p>\n

    Data Privacy: Bayesian Data Synthesis and Differential Privacy, June 2020<\/p>\n

    – Blended Learning in the Liberal Arts Conference<\/strong><\/em><\/p>\n

    Teaching a Shared\/Hybrid\/Online Course using Zoom, May 2019\u00a0(slide deck<\/a>)<\/p>\n

    – U.S. Bureau of Labor Statistics<\/em><\/strong><\/p>\n

    Introduction to Bayesian Inference in R, October 2018<\/p>\n

    – CIRJE, University of Tokyo<\/em><\/strong><\/p>\n

    The Dirichlet Process and DP Mixture Models, January 2018<\/p>\n","protected":false},"excerpt":{"rendered":"

    Vassar College Fall 2024 MATH 347 Bayesian Statistics MATH 388 Statistical Data Privacy Courses that I’ve taught MATH\u00a0126 Calculus IIA: Integration Theory MATH 127 Calculus IIB: Sequences and Series MATH 141 Introduction to Statistical Reasoning CPMU \/ MATH 144 Foundations of Data Science MATH 220 Multivariable Calculus MATH 240 Introduction to Statistics MATH 241 Probability\u00a0(teaching … Continue reading Courses<\/span> →<\/span><\/a><\/p>\n","protected":false},"author":5309,"featured_media":0,"parent":283,"menu_order":0,"comment_status":"open","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-8","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/pages.vassar.edu\/jihu\/wp-json\/wp\/v2\/pages\/8","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=8"}],"version-history":[{"count":56,"href":"https:\/\/pages.vassar.edu\/jihu\/wp-json\/wp\/v2\/pages\/8\/revisions"}],"predecessor-version":[{"id":996,"href":"https:\/\/pages.vassar.edu\/jihu\/wp-json\/wp\/v2\/pages\/8\/revisions\/996"}],"up":[{"embeddable":true,"href":"https:\/\/pages.vassar.edu\/jihu\/wp-json\/wp\/v2\/pages\/283"}],"wp:attachment":[{"href":"https:\/\/pages.vassar.edu\/jihu\/wp-json\/wp\/v2\/media?parent=8"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}