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Research
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Teaching
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<div id="header">
<h1 class="title toc-ignore">Teaching</h1>
</div>
<p><br><br></p>
<div id="summer-course" class="section level3">
<h3>Summer Course</h3>
<ul>
<li><strong>3rd Annual Summer Program in Statistical Functional Genomics
(StatFunGen) — From GWAS to Spatial Omics</strong>
<ul>
<li>Instructor, Shenzhen, China</li>
<li>June, 2025<br />
</li>
<li>Delivered two half-day lectures on statistical foundations for
modern genetic association studies, including regression modeling, mixed
models, hypothesis testing, and Bayesian inference in statistical
genetics</li>
<li>Teaching materials: <a
href="https://statfungen.github.io/statgen-primer/README.html">Statistical
Genetics Primer Lecture Notes</a></li>
</ul></li>
</ul>
<p><br><br></p>
</div>
<div id="teaching-assistant" class="section level3">
<h3>Teaching Assistant</h3>
<ul>
<li><strong>Classical Contributions to Modern Statistical
Thinking</strong>
<ul>
<li>Tsinghua University, Beijing, China</li>
<li>Spring 2022</li>
<li>Lecturer: <a
href="https://statistics.fas.harvard.edu/people/donald-b-rubin">Prof. Donald
Rubin</a></li>
</ul></li>
<li><strong>Causal Inference for Statistics, Social, and Biomedical
Sciences (I and II)</strong>
<ul>
<li>Tsinghua University, Beijing, China</li>
<li>Spring 2022; Fall 2022</li>
<li>Lecturer: <a
href="https://statistics.fas.harvard.edu/people/donald-b-rubin">Prof. Donald
Rubin</a></li>
</ul></li>
<li><strong>Matched Sampling for Causal Inference</strong>
<ul>
<li>Tsinghua University, Beijing, China</li>
<li>Fall 2022; Spring 2021</li>
<li>Lecturer: <a
href="https://statistics.fas.harvard.edu/people/donald-b-rubin">Prof. Donald
Rubin</a></li>
</ul></li>
<li><strong>Econometric Analysis of Cross Section and Panel
Data</strong>
<ul>
<li>Tsinghua University, Beijing, China</li>
<li>Fall 2022</li>
<li>Lecturer: <a
href="https://www.uu.se/en/contact-and-organisation/staff?query=N99-616">Prof. Per
Johansson</a></li>
</ul></li>
<li><strong>Micro-econometrics: Identification and Inference</strong>
<ul>
<li>Tsinghua University, Beijing, China</li>
<li>Fall 2022; Spring 2021</li>
<li>Lecturer: <a
href="https://www.uu.se/en/contact-and-organisation/staff?query=N99-616">Prof. Per
Johansson</a></li>
</ul></li>
<li><strong>Summer School on Statistics, Big Data, and Artificial Neural
Network</strong>
<ul>
<li>Tsinghua University and BIMSA, Beijing, China</li>
<li>Summer 2020</li>
<li>Lecturers: <a
href="https://statistics.fas.harvard.edu/people/donald-b-rubin">Prof. Donald
Rubin</a>, <a
href="https://www.bimsa.cn/detail/xiaomingzhang.html?s=%2F%2Fzh-CN%2Fdetail%2Fxiaomingzhang.html">Prof. Xiaoming
Zhang</a>, <a href="http://coai.cs.tsinghua.edu.cn/hml">Prof. Minlie
Huang</a> and <a href="https://faculty.bjtu.edu.cn/9089/">Prof. Xiaolong
Li</a></li>
</ul></li>
<li><strong>Calculus</strong>
<ul>
<li>Tsinghua University, Beijing, China</li>
<li>Spring 2019; Fall 2016; Spring 2016; Fall 2015</li>
<li>Lecturer: <a
href="https://ymsc.tsinghua.edu.cn/en/info/1031/2454.htm">Prof. Yitwah
Cheung</a> etc.</li>
</ul></li>
<li><strong>Probability and Statistics</strong>
<ul>
<li>Tsinghua University, Beijing, China</li>
<li>Spring 2018; Fall 2017; Spring 2017</li>
<li>Lecturer: Prof. Hongyan Tang</li>
</ul></li>
<li><strong>Linear Algebra</strong>
<ul>
<li>Tsinghua University, Beijing, China</li>
<li>Fall 2018</li>
<li>Lecturer: Prof. Lianrong Ma</li>
</ul></li>
<li><strong>Design of Experiments</strong>
<ul>
<li>Tsinghua University, Beijing, China</li>
<li>Fall 2018</li>
<li>Lecturer: <a
href="https://statistics.fas.harvard.edu/people/donald-b-rubin">Prof. Donald
Rubin</a></li>
</ul></li>
<li><strong>Statistical Analysis with Missing Data</strong>
<ul>
<li>Tsinghua University, Beijing, China</li>
<li>Spring 2019</li>
<li>Lecturer: <a
href="https://statistics.fas.harvard.edu/people/donald-b-rubin">Prof. Donald
Rubin</a></li>
</ul></li>
<li><strong>Inference from Experiments</strong>
<ul>
<li>Tsinghua University, Beijing, China</li>
<li>Fall 2019</li>
<li>Lecturer: <a
href="https://statistics.fas.harvard.edu/people/donald-b-rubin">Prof. Donald
Rubin</a></li>
</ul></li>
</ul>
<p><br><br></p>
</div>
<div id="mentorship-experience" class="section level3">
<h3>Mentorship Experience</h3>
<ul>
<li><strong>Jeffrey Lin</strong>
<ul>
<li>MS Biostatistics Student, Columbia University</li>
<li>Jan 2025 - present</li>
</ul></li>
<li><strong>Jingyi Xu</strong>
<ul>
<li>MS Biostatistics Student, Columbia University</li>
<li>September 2024 - present</li>
</ul></li>
<li><a href="https://lambdr.github.io/"><strong>Derek Lamb</strong></a>
<ul>
<li>MS Biostatistics Student, Columbia University</li>
<li>March 2024 - May 2025</li>
</ul></li>
<li><strong>Minghui Wang</strong>
<ul>
<li>MPH Epidemiology Student, Columbia University</li>
<li>March 2024 - August 2024</li>
</ul></li>
</ul>
<div id="hpc-cluster-environment-setup" class="section level4">
<h4>HPC Cluster Environment Setup</h4>
<p>To help new users in Dr. Leal’s lab to set up their computing
environment on the HPC cluster at Columbia University Medical Center,
refer to the two tutorials here:</p>
<ul>
<li><a href="./teaching/CUMC_HPC_login.html"><strong>First time login to
the CUMC HPC</strong></a></li>
<li><a href="./teaching/CUMC_HPC_compute.html"><strong>Setup the
computing environment on CUMC HPC</strong></a></li>
</ul>
</div>
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