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index.qmd
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---
page-layout: full
editor: source
---
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![](img/profile-modified-wide.png)
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# Kat's Stats
I am a biostatistician and Biostatistics PhD student who is passionate about meaningful and reproducible medical research. Outside of my research collaborations, I enjoy writing [blog posts](https://www.khstats.com/blog) about statistics, programming, and career-related topics. For many of my posts I create [illustrations](https://www.khstats.com/art/illustrations_draw) and infographics, such as my [Visual Guides for Causal Inference](https://www.khstats.com/art/illustrations_viz) series.
<!-- I use this website to store the blog posts, illustrations, and visual guides I've created over the years. -->
<!-- I post about new content on [Twitter](https://twitter.com/kat_hoffman_), and I am always open to hearing feedback via <a href = "mailto: kathoffman.stats@gmail.com">email</a>. -->
**Education:**<br>
PhD Biostatistics \| University of Washington \| 2023-present
MS Biostatistics \| University of Michigan \| 2018<br> BS Biochemistry \| University of Detroit Mercy \| 2015
<!-- **Experience:**<br>Columbia University Medical Center \| 2022-present<br>Weill Cornell Medicine \| 2018-2022 -->
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<!-- ::: -->
<!-- ## Featured blog posts -->
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<!-- ### Statistics -->
<!-- - [An Introduction to Modified Treatment Policies](/blog/lmtp/lmtp.html) -->
<!-- - [Building Statistical Intuition For Optimal Treatment Rules](/blog/otr/otr.html) -->
<!-- - [Illustrated Guide to Targeted Maximum Likelihood Estimation (TMLE)](/blog/tmle/tutorial.html) -->
<!-- ::: -->
<!-- ::: {.g-col-12 .g-col-md-4} -->
<!-- ### Programming -->
<!-- - [Treatment Timelines for Multiple Variables with {ggplot2}](/blog/trt-timelines/multiple-vars.html) -->
<!-- - [Annotated Effect Size Plots with {ggplot2}](/blog/forest-plots/) -->
<!-- - [Customizable Correlation Plots in R](/blog/corr-plots) -->
<!-- ::: -->
<!-- ::: {.g-col-12 .g-col-md-4} -->
<!-- ### Career -->
<!-- - [A Day in the Life of a Biostatistician](/blog/ditl) -->
<!-- - [Stats on Drugs: An Interview with a Pharmaceutical CRO Biostatistician](/blog/ditl/ditl-followup.html) -->
<!-- - [On the Sidelines: NYC's COVID-19 Surge through the eyes of a pulmonary and critical care team's biostatistician](/blog/covid) -->
<!-- ::: -->
<!-- ::: -->
<!-- ## Featured illustrations -->
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<!-- ::: {.g-col-12 .g-col-md-4} -->
<!-- ![](img/ident-vs-est.png) -->
<!-- ::: -->
<!-- ::: {.g-col-12 .g-col-md-4} -->
<!-- ![](img/TMLE.jpg) -->
<!-- ::: -->
<!-- ::: {.g-col-12 .g-col-md-4} -->
<!-- ![](img/lmtp/mtp_summary.jpg) -->
<!-- ::: -->
<!-- ::: -->