<?xml version="1.0" encoding="UTF-8"?>
<urlset xmlns="http://www.sitemaps.org/schemas/sitemap/0.9" xmlns:image="http://www.google.com/schemas/sitemap-image/1.1" xmlns:xhtml="http://www.w3.org/1999/xhtml">
  <url>
    <loc>https://www.danielawitten.com/home</loc>
    <changefreq>daily</changefreq>
    <priority>1.0</priority>
    <lastmod>2025-04-21</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5cdb1ab793ef6e00010d27b4/1558025932640-CJ7PGWR0JEMCQ03SDP6Z/milkovi-334541-unsplash_outlined_monochromatic.jpg</image:loc>
      <image:title>Home</image:title>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5cdb1ab793ef6e00010d27b4/1558045114470-SABURFNL10CSBTJ0TEFC/bookcase-books-bookshelf-1166657_outlines.jpg</image:loc>
      <image:title>Home</image:title>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5cdb1ab793ef6e00010d27b4/1558045274324-P4WQ0AY7GP5T5XFM6YLV/israel-palacio-459693-unsplash_outlined.jpg</image:loc>
      <image:title>Home</image:title>
    </image:image>
  </url>
  <url>
    <loc>https://www.danielawitten.com/publications-archive</loc>
    <changefreq>daily</changefreq>
    <priority>0.75</priority>
    <lastmod>2026-02-12</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/publications-archive/bv5t8vn5mq8dkj9izk8wnpeleg5uba</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2026-02-12</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/publications-archive/perry-panigrahi-and-witten-2026-post-selection-inference-for-penalized-m-estimators</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2026-02-12</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/publications-archive/ancell-witten-and-kessler-2025-post-selection-inference-with-a-single-realization-of-a-network-arxiv250811843</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2025-09-24</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/publications-archive/mcgough-witten-and-kessler-2025-valid-f-screening-in-linear-regression-arxiv250523113</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2025-06-02</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/publications-archive/connor-zhang-neufeld-and-stevens-2025-bioprinted-platform-for-parallelized-screening-of-engineered-microtissues-ltigtin-vivoltigt-ltigtcell-stem-cellltigt-32-858-853</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2025-05-14</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/publications-archive/xu-witten-and-shojaie-2025-a-unified-framework-for-semi-parametrically-efficient-semi-supervised-learning-arxiv250217741</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2025-04-14</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/publications-archive/dharamshi-neufeld-gao-witten-and-bien-2025-thinning-a-wishart-random-matrix-arxiv250209957</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2025-11-04</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/publications-archive/kong-ancell-witten-and-zweifel-2024-valence-and-salience-encoding-in-the-central-amygdala-ltigtelifeltigt-13-rp101980</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2025-04-15</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/publications-archive/dharamshi-neufeld-gao-bien-and-witten-2024-decomposing-gaussians-with-unknown-covariance-arxiv240911497</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2025-06-16</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/publications-archive/perry-xu-mcgough-witten-2024-infer-and-widen-versus-split-and-condition-two-tales-of-selective-inference-arxiv240806323</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2024-09-19</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/publications-archive/neufeld-dharamshi-gao-witten-bien-2024-discussion-of-data-fission-splitting-a-single-data-point-arxiv240903069</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2025-04-15</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/publications-archive/perry-panigrahi-bien-and-witten-2024-inference-on-the-proportion-of-variance-explained-in-principal-component-analysis-arxiv240216725</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2025-07-07</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/publications-archive/9uddo01t3kgpydvhzgimj98ypvkvaf</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2023-12-11</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/publications-archive/james-witten-hastie-and-tibshirani-2021-an-introduction-to-statistical-learning-with-application-in-r-2nd-edition-springer-series-in-statistics-426-pages</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2023-12-11</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/publications-archive/motwani-and-witten-2023-valid-inference-after-prediction-arxiv230613746</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2025-04-15</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/publications-archive/zdeblick-shea-brown-witten-and-buice-2023-modeling-functional-cell-types-in-spike-train-data-to-appear-in-emphplos-computational-biology</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2023-12-11</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/publications-archive/neufeld-popp-gao-battle-and-witten-2023-negative-binomial-count-splitting-for-single-cell-rna-sequencing-data-arxiv230712985</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2024-09-19</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/publications-archive/dharamshi-neufeld-motwani-gao-witten-and-bien-2023-generalized-data-thinning-using-sufficient-statistics-arxiv230312931</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2025-06-16</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/publications-archive/neufeld-dharamshi-gao-and-witten-2023-data-thinning-for-convolution-closed-distributions-arxiv230107276</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2025-04-14</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/publications-archive/saha-witten-and-bien-2023-inferring-independent-sets-of-gaussian-variables-after-thresholding-correlations-arxiv221101521</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2025-06-16</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/publications-archive/chen-and-witten-2022-selective-inference-for-k-means-clustering-arxiv220315267</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2023-12-11</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/publications-archive/neufeld-gao-popp-battle-and-witten-2022-inference-after-latent-variable-estimation-for-single-cell-rna-sequencing-data-arxiv220700554</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2025-06-16</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/publications-archive/tan-sun-and-witten-2022-sparse-reduced-rank-huber-regression-in-high-dimensions-to-appear-in-ltigtjournal-of-the-american-statistical-associationltigt</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2024-01-01</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/publications-archive/chen-jewell-and-witten-2021-more-powerful-selective-inference-for-the-graph-fused-lasso</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2023-12-11</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/publications-archive/neufeld-and-witten-2021-from-two-cultures-to-one-to-appear-in-ltigtobservational-studiesltigt</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2022-01-26</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/publications-archive/neufeld-gao-witten-2021-tree-values-selective-inference-for-regression-trees-arxiv210607816</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2024-03-03</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/publications-archive/chen-jewell-and-witten-2021-quantifying-uncertainty-in-spikes-estimated-from-calcium-imaging-data-arxiv210307818</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2023-12-11</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/publications-archive/fleming-jewell-engelhard-witten-and-witten-2020-inferring-spikes-from-calcium-imaging-in-dopamine-neurons</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2023-12-11</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/publications-archive/gao-bien-and-witten-2020-selective-inference-for-hierarchical-clustering</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2025-06-16</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/publications-archive/nofallah-mehta-mercan-et-al-2021-machine-learning-techniques-for-mitoses-classification-ltigtcomputerized-medical-imaging-and-graphicsltigt-87-101832</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2020-12-24</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/publications-archive/zhao-witten-and-shojaie-2020-in-defense-of-the-indefensible-a-very-naive-approach-to-high-dimensional-inference-to-appear-in-ltigtstatistical-scienceltigt</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2023-12-11</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/publications-archive/xia-ma-cui-dzbok-thirion-bassett-satterthwaite-shinohara-witten-2020-multi-scale-network-regression-ltigthuman-brain-mappingltigt-41-2553-2566</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2020-12-24</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/publications-archive/shen-gao-witten-and-han-2020-optimal-estimation-of-variance-in-non-parametric-regression-with-random-design-to-appear-in-ltigtannals-of-statisticsltigt</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2020-12-24</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/publications-archive/shen-y-han-f-and-d-witten-2020-exponential-inequalities-for-dependent-v-statistics-via-random-fourier-features-to-appear-in-ltigtelectronic-journal-of-probabilityltigt</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2020-12-24</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/publications-archive/zdeblick-shea-brown-witten-and-buice-2019-data-driven-discovery-of-functional-cell-types-that-improve-models-of-neural-activity-ltigtneurips-neuro-ai-workshopltigt</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2020-12-24</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/publications-archive/de-vries-lecoq-buice-witten-and-koch-2018-a-large-scale-standardized-physiological-survey-reveals-higher-order-to-appear-in-ltigtnature-neuroscienceltigt</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2022-12-15</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/publications-archive/gao-witten-and-bien-2019-testing-for-association-in-multi-view-network-data-arxiv190911640</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2023-12-11</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/publications-archive/yu-witten-and-bien-2019-controlling-costs-feature-selection-on-a-budget-arxiv191003627</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2023-12-11</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/publications-archive/jewell-fearnhead-and-witten-2019-testing-for-a-change-in-mean-after-changepoint-detection-arxiv-191004291</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2023-12-11</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/publications-archive/padilla-sharpack-chen-and-witten-2019-adaptive-non-parametric-regression-with-the-k-nn-fused-lasso-ltigtto-appear-in-biometrikaltigt</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2020-06-25</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/publications-archive/martin-witten-and-willis-2019-modeling-microbial-abundances-and-dysbiosis-with-beta-binomial-regression-to-appear-in-ltigtannals-of-applied-statisticsltigt</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2020-06-25</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/publications-archive/inoue-et-al-2017-a-systematic-comparison-reveals-substantial-differences-in-chromosomal-versus-episomal-encoding-of-enhancer-activity-ltigtgenome-researchltigt-271-38-52</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2019-05-28</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/publications-archive/james-g-witten-dm-hastie-t-and-r-tibshirani-2013-ltigtintroduction-to-statistical-learningltigt-springer-series-in-statistics-426-pages</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2019-05-28</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/publications-archive/rentzsch-et-al-2019-cadd-predicting-the-deleteriousness-of-variants-throughout-the-human-genome-ltigtnucleic-acids-researchltigt-47d1-d886-d894</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2020-12-24</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/publications-archive/chou-et-al-2008-postoperative-pain-following-foot-and-ankle-surgery-a-prospective-study-ltigtfoot-and-ankle-internationalltigt-2911-1064-1069</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2019-05-28</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/publications-archive/wu-and-witten-2019-flexible-and-interpretable-models-for-survival-data-to-appear-in-ltigtjournal-of-computational-and-graphical-statisticsltigt</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2020-06-25</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/publications-archive/gao-bien-and-witten-2019-are-clusterings-of-multiple-data-views-independent-to-appear-in-ltigtbiostatisticsltigt</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2020-12-24</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/publications-archive/jewell-hocking-fearnhead-and-witten-2019-fast-non-convex-deconvolution-of-calcium-imaging-data-to-appear-in-ltigtbiostatisticsltigt</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2020-12-24</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/publications-archive/yu-bien-and-witten-2019-discussion-of-covariate-assisted-ranking-and-screening-for-large-scale-ltigtjournal-of-the-royal-statistical-society-series-bltigt-812-229-231</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2019-05-28</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/publications-archive/jewell-and-witten-2019-discussion-of-gene-hunting-with-hidden-markov-model-knockoffs-ltigtbiometrikaltigt-1061-23-26</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2019-05-28</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/publications-archive/petersen-and-witten-2018-flexible-and-interpretable-additive-modeling-ltigtstatistics-in-medicineltigt-384-583-600</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2019-05-28</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/publications-archive/morrison-simon-and-witten-2017-simultaneous-detection-and-estimation-of-trait-associations-with-genomic-phenotypes-ltigtbiostatisticsltigt-181-147-164</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2019-05-28</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/publications-archive/tan-ning-witten-liu-2016-replicates-in-high-dimensions-with-applications-to-latent-variable-graphical-models-ltigtbiometrikaltigt-1034-761-777</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2019-05-28</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/publications-archive/petersen-simon-and-witten-2016-convex-regression-with-interpretable-sharp-partitions-ltigtjournal-of-machine-learning-researchltigt-1794-1-31</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2019-05-28</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/publications-archive/sheng-witten-and-zhou-2016-hypothesis-testing-for-differentially-correlated-features-ltigtbiostatisticsltigt-174-677-691</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2019-05-28</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/publications-archive/haris-witten-and-simon-2016-convex-modeling-of-interactions-with-strong-heredity-ltigtjournal-of-computational-and-graphical-statisticsltigt-254-981-1004</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2019-05-28</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/publications-archive/petersen-witten-and-simon-2016-fused-lasso-additive-model-ltigtjournal-of-computational-and-graphical-statisticsltigt-254-1005-1025</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2019-05-28</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/publications-archive/tan-and-witten-2015-statistical-properties-of-convex-clustering-ltigtelectronic-journal-of-statisticsltigt-9-2324-2327</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2019-05-28</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/publications-archive/tan-witten-and-shojaie-2015-the-cluster-graphical-lasso-for-improved-estimation-of-gaussian-graphical-models-ltigtcomputational-statistics-and-data-analysisltigt-85-23-36</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2019-05-28</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/publications-archive/chen-witten-and-shojaie-2015-selection-and-estimation-in-mixed-graphical-models-ltigtbiometrikaltigt-1021-47-64</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2019-05-28</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/publications-archive/tan-london-mohan-lee-fazel-and-witten-2014-learning-graphical-models-with-hubs-ltigtjournal-of-machine-learning-researchltigt-15-3297-3331</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2019-05-28</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/publications-archive/zare-witten-blau-and-noble-2014-inferring-clonal-composition-from-multiple-sections-of-a-breast-cancer-ltigtplos-computational-biologyltigt-107-e1003073oble</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2019-05-28</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/publications-archive/mohan-london-fazel-m-witten-d-and-lee-2014-node-based-learning-of-multiple-gaussian-graphical-models-ltigtjournal-of-machine-learning-researchltigt-15-445-488</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2019-05-28</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/publications-archive/tan-and-witten-2014-sparse-biclustering-of-transposable-data-ltigtjournal-of-computational-and-graphical-statisticsltigt-234-985-1008</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2019-05-28</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/publications-archive/voorman-shojaie-and-witten-2014-graph-estimation-with-joint-additive-models-ltigtbiometrikaltigt-1011-85-101</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2019-05-28</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/publications-archive/witten-shojaie-and-zhang-2014-the-cluster-elastic-net-for-high-dimensional-regression-with-unknown-variable-grouping-ltigttechnometricsltigt-561-112-122</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2019-05-28</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/publications-archive/danaher-wang-and-witten-2014-the-joint-graphical-lasso-for-inverse-covariance-estimation-ltigtjournal-of-the-royal-statistical-society-series-bltigt-762-373-397</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2019-05-28</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/publications-archive/witten-2013-penalized-unsupervised-learning-with-outliers-ltigtstatistics-and-its-interfaceltigt-62-211-221</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2019-05-28</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/publications-archive/witten-and-noble-2012-on-the-assessment-of-statistical-significance-of-three-dimensional-colocalization-of-sets-of-genomic-elements-ltigtnucleic-acids-researchltigt-409-3849-3855</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2019-05-28</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/publications-archive/li-witten-johnstone-and-tibshirani-2011-normalization-testing-and-false-discovery-rate-estimation-for-rna-sequencing-data-ltigtbiostatisticsltigt-133-523-538</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2019-05-28</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/publications-archive/clemmensen-hastie-witten-and-ersboll-2011-sparse-discriminant-analysis-ltigttechnometricsltigt-534-406-413</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2019-05-28</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/publications-archive/witten-2011-classification-and-clustering-of-sequencing-data-using-a-poisson-model-ltigtannals-of-applied-statisticsltigt-54-406-413</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2019-05-28</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/publications-archive/witten-friedman-and-simon-2011-new-insights-and-faster-computations-for-the-graphical-lasso-ltigtjournal-of-computational-and-graphical-statisticsltigt-204-892-900</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2019-05-28</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/publications-archive/witten-and-tibshirani-2011-penalized-classification-using-fishers-linear-discriminant-ltigtjournal-of-the-royal-statistical-society-series-bltigt-735-753-772</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2019-05-28</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/publications-archive/witten-and-tibshirani-2011-supervised-multidimensional-scaling-for-visualization-classification-and-bipartite-ranking-ltigtcomputational-statistics-and-data-analysisltigt-551-789-801</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2019-05-28</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/publications-archive/witten-tibshirani-gu-fire-lui-2010-ultra-high-throughput-sequencing-based-small-rna-discovery-ltigtbmc-biologyltigt-81-58</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2019-05-28</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/publications-archive/witten-and-tibshirani-2010-survival-analysis-with-high-dimensional-covariates-ltigtstatistical-methods-in-medical-researchltigt-191-29-51</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2019-05-28</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/publications-archive/witten-dm-and-r-tibshirani-2010-a-framework-for-feature-selection-in-clustering-journal-of-the-american-statistical-association-105490-713-726</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2019-05-28</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/publications-archive/witten-dm-hastie-t-and-r-tibshirani-2009-discussion-of-on-consistency-and-sparsity-of-principal-components-analysis-in-high-dimensions-j-of-the-american-statistical-assocn-104486-698-699</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2019-05-28</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/publications-archive/witten-dm-tibshirani-r-and-t-hastie-2009-a-penalized-matrix-decomposition-with-applications-to-canonical-correlation-analysis-and-principal-components-ltigtbiostatltigt-103-515-534</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2019-05-28</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/publications-archive/witten-dm-and-r-tibshirani-2009-covariance-regularized-regression-and-classification-for-high-dimensional-problems-ltigtj-of-the-royal-statistical-society-series-bltigt-713-615-636</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2019-05-28</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/publications-archive/witten-dm-and-r-tibshirani-2009-extensions-of-sparse-canonical-correlation-analysis-with-applications-to-genomic-data-ltigtstat-app-in-gen-and-mol-biolltigt-81-article-28</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2019-05-28</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/publications-archive/witten-dm-and-r-tibshirani-2008-testing-significance-of-features-by-lassoed-principal-components-ltigtannals-of-applied-statisticsltigt-23-986-1012</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2019-05-28</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/publications-archive/tan-petersen-and-witten-2014-classification-of-rna-seq-data-statistical-analysis-of-next-generation-sequencing-data-springer-editors-daniel-nettleton-and-somnath-data</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2019-05-28</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/publications-archive/kircher-witten-et-al-2014-a-general-framework-for-estimating-the-relative-pathogenicity-of-human-genetic-variants-ltigtnature-geneticsltigt-46-310-315</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2019-05-28</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/publications-archive/zhao-et-al-2013-is-gata3-expression-maintained-in-regional-metastases-a-study-of-paired-primary-and-metastatic-ltigtthe-american-journal-of-surgical-pathologyltigt-3712-1876-1881</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2019-05-28</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/publications-archive/witten-and-tibshirani-2013-scientific-research-in-the-era-of-omics-the-good-the-bad-and-the-sloppy-ltigtjournal-of-the-american-medical-informatics-associationltigt-201-125-127</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2019-05-28</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/publications-archive/brunner-et-al-2012-transcriptional-profiling-of-lncrnas-and-novel-transcribed-region-across-a-diverse-panel-of-archived-human-cancers-ltigtgenome-biologyltigt-138r75</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2019-05-28</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/publications-archive/williams-witten-duester-and-chou-2012-the-benefits-of-implant-removal-from-the-foot-and-ankle-ltigtjournal-of-bone-and-joint-surgeryltigt-9414-1316-1320</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2019-05-28</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/publications-archive/patwardhan-et-al-2012-massively-parallel-functional-dissection-of-mammalian-enhancers-in-vivo-ltigtnature-biotechnologyltigt-303-265-270</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2019-05-28</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/publications-archive/wu-et-al-2011-endogenous-versus-tumor-specific-host-response-to-breast-carcinoma-a-study-of-stromal-response-ltigtclinical-cancer-researchltigt-173-437-446</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2019-05-28</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/publications-archive/ganjoo-et-al-2011-the-prognostic-value-of-tumor-associated-macrophages-in-leiomyosarcoma-a-single-institution-study-ltigtamerican-journal-of-clinical-oncologyltigt-341-82-86</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2019-05-28</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/publications-archive/caramuta-et-al-2010-microrna-expression-profiles-associated-with-mutational-status-and-survival-in-malignant-melanoma-ltigtjournal-of-investigative-dermatologyltigt-130-2062-2070</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2019-05-28</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/publications-archive/jockers-and-witten-2010-a-comparative-study-of-machine-learning-methods-for-authorship-attribution-ltigtliterary-and-linguistic-computingltigt-252-215-223</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2019-05-28</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/publications-archive/beck-et-al-2010-discovery-of-molecular-subtypes-in-leiomyosarcoma-through-integrative-molecular-profiling-oncogene-29-845-854</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2019-05-28</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/publications-archive/beck-et-al-2010-3-end-sequencing-for-expression-quantification-3seq-from-archival-tumor-samples-plos-one-51-e8768</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2019-05-28</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/publications-archive/somervaille-et-al-2009-hierarchical-maintenance-of-mll-myeloid-leukemia-stem-cells-employs-a-transcriptional-program-shared-ltigtcell-stem-cellltigt-42-129-140</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2019-05-28</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/publications-archive/jockers-witten-and-criddle-2009-reassessing-the-authorship-of-the-book-of-mormon-ltigtliterary-and-linguistic-computingltigt-234-465-491</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2019-05-28</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/publications-archive/brar-et-al-2009-breast-angiosarcoma-case-series-and-expression-of-vascular-endothelial-growth-factor-ltigtcase-reports-in-oncologyltigt-2-242-250</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2019-05-28</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/publications-archive/huang-et-al-2008-a-recoding-method-to-improve-the-humoral-immune-response-to-an-hiv-dna-vaccine-ltigtplos-oneltigt-39-e3214</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2019-05-28</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/publications-archive/macpherson-gonzalez-witten-davis-singh-hirsh-and-petrov-2008-nonadaptive-explanations-for-signatures-of-ltigtmolecular-biology-and-evolutionltigt-256-1025-1042</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2019-05-28</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/publications-archive/tay-sontheimer-et-al-2014-detection-of-an-endogenous-urinary-biomarker-associated-with-cyp2d6-activity-using-global-metabolomics-ltigtpharmacogenomicsltigt-1516-1947-1962</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2019-05-28</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/publications-archive/grechkin-et-al-2014-pathway-graphical-lasso-ltigttwenty-ninth-aaai-conference-on-artificial-intelligence-aaai-15ltigt</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2019-05-28</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/publications-archive/mohan-et-al-2012-structured-sparse-learning-of-gaussian-graphical-models-ltigtadvances-in-neural-information-processing-systemsltigt</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2019-05-28</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/publications-archive/farrer-l-et-al-2018-whole-exome-sequencing-study-identifies-novel-rare-and-common-alzheimers-associated-variants-involved-in-to-appear-in-ltigtmolecular-psychiatryltigt</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2020-01-20</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/publications-archive/sung-et-al-2012-molecular-signatures-from-omics-data-from-chaos-to-consensus-ltigtbiotechnology-journalltigt-78-946-957</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2019-05-28</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/publications-archive/micheel-et-al-institute-of-medicine-2012-evolution-of-translational-omics-lessons-learned-and-the-path-forward-national-academy-of-sciences-press-300-pages</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2019-05-28</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/publications-archive/bien-and-witten-2016-penalized-estimation-in-complex-models-ltigthandbook-of-big-dataltigt-crc-press-editors-peter-buhlmann-michael-kane-petros-drineas-and-mark-van-der-laan</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2019-05-28</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/publications-archive/maldonado-et-al-2012-the-stanford-integrated-psychosocial-assessment-for-transplantation-sipat-a-new-tool-for-the-ltigtpsychosomaticsltigt-532-123-132</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2019-05-28</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/publications-archive/witten-et-al-2018-whats-in-a-name-the-need-to-nip-nips-ltigtneurips-workshop-on-critiquing-and-correcting-trends-in-machine-learningltigt</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2020-12-24</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/publications-archive/jewell-s-and-d-witten-2018-exact-spike-train-inference-via-l0-optimizationnbspannals-of-applied-statisticsnbsp124-2457-2482</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2019-05-28</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/publications-archive/petersen-a-simon-n-and-d-witten-2018-scalpel-extracting-neurons-from-calcium-imaging-datanbspannals-of-applied-statisticsnbsp124-2430-2456</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2019-05-28</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/publications-archive/chen-s-shojaie-a-and-d-witten-2017-network-reconstruction-from-high-dimensional-ordinary-differential-equationsnbspjournal-of-the-american-statistical-associationnbsp112520-1697-1707</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2020-12-24</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/publications-archive/chen-s-witten-d-and-a-shojaie-2017-nearly-assumptionless-screening-for-the-mutually-exciting-multivariate-hawkes-process-electronic-journal-of-statistics-111-1207-1234</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2019-05-28</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/publications-archive/category/Pre-Prints</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
  </url>
  <url>
    <loc>https://www.danielawitten.com/publications-archive/category/2012</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
  </url>
  <url>
    <loc>https://www.danielawitten.com/publications-archive/category/2023</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
  </url>
  <url>
    <loc>https://www.danielawitten.com/publications-archive/category/2011</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
  </url>
  <url>
    <loc>https://www.danielawitten.com/publications-archive/category/2022</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
  </url>
  <url>
    <loc>https://www.danielawitten.com/publications-archive/category/2010</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
  </url>
  <url>
    <loc>https://www.danielawitten.com/publications-archive/category/2021</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
  </url>
  <url>
    <loc>https://www.danielawitten.com/publications-archive/category/2020</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
  </url>
  <url>
    <loc>https://www.danielawitten.com/publications-archive/category/2009</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
  </url>
  <url>
    <loc>https://www.danielawitten.com/publications-archive/category/2008</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
  </url>
  <url>
    <loc>https://www.danielawitten.com/publications-archive/category/2019</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
  </url>
  <url>
    <loc>https://www.danielawitten.com/publications-archive/category/2018</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
  </url>
  <url>
    <loc>https://www.danielawitten.com/publications-archive/category/2017</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
  </url>
  <url>
    <loc>https://www.danielawitten.com/publications-archive/category/2016</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
  </url>
  <url>
    <loc>https://www.danielawitten.com/publications-archive/category/2015</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
  </url>
  <url>
    <loc>https://www.danielawitten.com/publications-archive/category/2014</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
  </url>
  <url>
    <loc>https://www.danielawitten.com/publications-archive/category/2025</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
  </url>
  <url>
    <loc>https://www.danielawitten.com/publications-archive/category/2013</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
  </url>
  <url>
    <loc>https://www.danielawitten.com/publications-archive/category/2024</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
  </url>
  <url>
    <loc>https://www.danielawitten.com/publications-archive/category/Methods</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
  </url>
  <url>
    <loc>https://www.danielawitten.com/news-archive</loc>
    <changefreq>daily</changefreq>
    <priority>0.75</priority>
    <lastmod>2026-01-22</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/news-archive/ethan-ancell-wins-gilford-award-from-uw-statistics</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2026-01-22</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/news-archive/ameer-dharamshi</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2026-01-22</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/news-archive/olivia-mcgough-wins-early-career-award-from-statistics-in-epidemiology-section-of-asa</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2026-01-22</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/news-archive/new-grant-from-national-science-foundation-1</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2026-01-22</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/news-archive/ronan-perry-awarded-amazon-ai-phd-fellowship</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2025-11-04</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/news-archive/olivia-mcgough-wins-gertrude-cox-scholarship</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2025-11-04</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/news-archive/olivia-mcgough-wins-nsf-grfp</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2025-04-14</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/news-archive/dwight-zichun-xu-wins-asa-nonparametrics-student-paper-award</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2025-04-14</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/news-archive/dan-kessler-to-start-as-an-assistant-professor-at-unc-chapel-hill-stor-data-science</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2024-05-16</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/news-archive/yiqun-chen-to-start-an-assistant-professor-position-at-hopkins-biostat</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2025-04-14</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/news-archive/arkajyoti-arka-saha-to-start-an-assistant-professor-position-at-uc-irvine</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2024-05-16</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/news-archive/anna-williams-to-start-an-assistant-professor-position-at-williams-college</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2025-04-14</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/news-archive/ameer-dharamshi-wins-2024-statistical-learning-amp-data-science-student-paper-competition-for-generalized-data-thinning-paper</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2024-03-03</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/news-archive/new-grant-from-national-science-foundation</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2023-09-12</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/news-archive/python-version-of-introduction-to-statistical-learning-is-out</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2023-07-30</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/news-archive/gao-et-al-selective-inference-for-hierarchical-clustering-wins-jasa-reproducibility-award</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2023-07-30</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/news-archive/anna-neufeld-graduates-we-will-miss-her</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2023-09-12</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/news-archive/new-grant-from-office-of-naval-research</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2023-07-30</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/news-archive/ameer-dharamshi-wins-an-nserc-fellowship</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2025-04-14</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/news-archive/yandi-shen-to-start-an-assistant-professor-position-at-carnegie-mellon</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2024-05-16</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/news-archive/anna-neufeld-wins-the-birnbaum-award-from-uw-statistics</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2022-12-15</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/news-archive/daniela-wins-copss-presidents-award</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2025-04-14</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/news-archive/daniela-joins-bioconductor-scientific-advisory-board</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2022-09-09</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/news-archive/daniela-is-appointed-joint-editor-of-jrssb</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2025-04-14</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/news-archive/daniela-is-a-fellow-of-the-institute-of-mathematical-statistics</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2025-04-14</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/news-archive/yiqun-chen-passes-his-phd-defense</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2022-07-06</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/news-archive/yiqun-chen-wins-fleming-excellence-in-biostatistics-award</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2022-07-06</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/news-archive/yiqun-chen-wins-outstanding-ta-award</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2022-07-06</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/news-archive/yiqun-chen-wins-ness-paper-award</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2022-07-06</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/news-archive/anna-neufeld-wins-wnar-student-paper-competition</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2022-07-06</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/news-archive/islr-mooc-has-been-updated-for-the-2nd-edition</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2022-01-26</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/news-archive/2nd-edition-of-islr-is-finally-out</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2022-01-26</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/news-archive/yandi-shen-graduates-congrats</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2023-09-12</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/news-archive/yiqun-chen-wins-best-oral-presentation-at-wnar</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2022-12-15</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/news-archive/yiqun-chen-passed-his-general-exam</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2021-06-30</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/news-archive/george-talks-business-interview</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2021-03-20</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/news-archive/islr-gets-a-shiny-new-website-in-preparation-for-the-2nd-edition</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2021-02-25</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/news-archive/islr-2nd-edition-is-due-out-soon-daniela-is-interviewed-about-it</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2022-12-15</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/news-archive/bryan-martin-receives-gilford-award-from-uw-statistics</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2020-12-24</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/news-archive/anna-neufeld-receives-gilford-award-from-uw-statistics</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2020-12-24</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/news-archive/yandi-shen-receives-birnbaum-award-from-uw-statistics</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2020-12-24</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/news-archive/daniela-is-a-2020-highly-cited-researcher</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2020-12-24</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/news-archive/daniela-is-quote-in-an-article-in-nautilus-magazine</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2020-11-24</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/news-archive/bryan-martin-passes-his-general-exam</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2020-10-30</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/news-archive/daniela-wins-the-2021-leo-breiman-award</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2022-12-15</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/news-archive/daniela-is-an-elected-fellow-of-the-american-statistical-association</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2022-12-15</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/news-archive/hugo-guo-yu-finishes-post-doc-and-joins-ucsb-faculty</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2020-08-11</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/news-archive/sean-jewell-graduates-and-joins-apple-health-ai</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2020-08-11</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/news-archive/lucy-gao-wins-outstanding-phd-student-award-from-uw-biostat</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2020-12-24</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/news-archive/lucy-gao-graduates-and-joins-sfu-as-assistant-prof</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2020-12-24</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/news-archive/daniela-scheduled-to-give-an-ims-medallion-lecture-in-august-2020</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2020-10-30</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/news-archive/daniela-is-a-2019-highly-cited-researcher</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2020-01-20</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/news-archive/lucy-gao-wins-asa-slds-student-paper-competition</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2020-01-20</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/news-archive/yandi-shen-passes-his-general-exam</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2020-01-20</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/news-archive/daniela-is-an-elected-member-of-the-isi</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2020-08-11</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/news-archive/sean-jewell-receives-birnbaum-award-from-uw-statistics</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2020-01-20</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/news-archive/lucy-gao-wins-asa-david-byar-travel-award</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2020-01-20</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/news-archive/daniela-receives-spiegelman-award-for-outstanding-public-health-statistician-under-age-40</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2020-01-20</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/news-archive/recording-of-danielas-math-across-campus-talk-at-uw</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2020-08-11</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/news-archive/a-brain-initiative-video-highlights-danielas-work-with-her-sister-ilana</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2019-05-21</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/news-archive/lucy-gao-and-sean-jewell-pass-their-general-exams</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2019-05-21</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/news-archive/sean-jewell-passes-his-general-exam</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2019-05-21</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/news-archive/daniela-is-a-2018-highly-cited-researcher</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2020-01-20</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/news-archive/daniela-and-her-sister-ilana-receive-an-nih-crcns-r01-to-develop-statistical-methods-to-study-neural-coding</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2019-05-17</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/news-archive/daniela-and-michael-buice-receive-brain-r01-to-develop-statistical-methods-for-the-allen-brain-observatory</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2019-05-17</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/news-archive/daniela-holds-the-new-dorothy-gilford-endowed-chair-in-mathematical-statistics-at-university-of-washington</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2019-05-16</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/news-archive/daniela-is-a-new-simons-investigator-in-mathematical-modeling-of-living-systems</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2019-05-16</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/news-archive/daniela-is-interviewed-on-silicon-angle-for-the-women-in-data-science-conference-at-stanford</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2019-05-16</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/news-archive/daniela-speaks-at-women-in-data-science-conference-at-stanford</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2019-05-16</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/news-archive/daniela-is-written-up-in-amstat-news</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2019-05-16</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/news-archive/phd-alum-shizhe-chen-takes-a-job-as-an-assistant-professor-at-uc-davis-department-of-statistics</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2019-05-16</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/news-archive/brief-cameo-in-new-nova-documentary-on-statistics-at-5020</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2019-05-16</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/news-archive/blog-post-in-anticipation-of-women-in-data-science-conference-at-stanford</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2019-05-16</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/news-archive/r01-with-co-pi-jacob-bien-on-multi-view-data-has-been-funded</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2019-05-16</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/news-archive/proceedings-from-the-nas-workshop-on-refining-the-concept-of-scientific-inference-are-available</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2019-05-16</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/news-archive/phd-alum-ashley-petersen-takes-a-job-as-an-assistant-professor-at-u-minnesota-department-of-biostatistics</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2019-05-16</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/news-archive/phd-alum-kean-ming-tan-takes-a-job-as-an-assistant-professor-at-u-minnesota-department-of-statistics</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2019-05-16</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/news-archive/nih-bd2k-webinar-on-supervised-learning-is-available-online</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2019-05-16</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/news-archive/shizhe-chen-and-ashley-petersen-graduate</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2019-05-16</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/news-archive/danielas-talk-at-the-national-academy-of-sciences-on-learning-from-time-is-online</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2019-05-16</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/news-archive/danielas-talk-for-a-non-statistical-audience-at-the-big-data-in-biomed-conference-at-stanford-is-online</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2019-05-16</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/news-archive/ashley-petersen-receives-outstanding-phd-student-award-from-uw-biostat</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2019-05-16</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/news-archive/daniela-is-quoted-in-a-seattle-times-article</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2019-05-16</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/news-archive/2015-raymond-carroll-award-from-texas-aampm-dept-of-statisics</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2019-05-16</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/news-archive/daniela-appears-one-after-bill-gates-in-a-video-promoting-computer-science-education</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2019-05-16</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/news-archive/article-in-biomedical-computation-review-on-big-data-training</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2019-05-16</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/news-archive/article-in-biomedical-computation-review-on-careers-in-biomedical-data-science</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2019-05-16</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/news-archive/nih-bd2k-t32-for-pre-doctoral-training-in-big-data</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2019-05-16</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/news-archive/ashley-petersen-wins-a-jsm-student-paper-award-from-the-asa-nonparametrics-section</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2019-05-16</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/news-archive/kean-ming-tan-wins-the-uw-biostat-senior-student-award-and-graduates</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2019-05-16</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/news-archive/book-wins-technometrics-ziegel-award-at-jsm</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2019-05-16</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/news-archive/article-in-northwest-public-health-magazine</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2019-05-16</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/news-archive/article-in-biomedical-computation-review</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2019-05-16</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/news-archive/article-in-amstat-magazine</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2019-05-16</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/news-archive/write-up-in-faculty-friday</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2019-05-17</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/news-archive/awarded-nih-bd2k-r25-to-run-a-new-summer-institute-in-statistics-for-big-data</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2019-05-16</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/news-archive/interview-with-uw-360</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2019-05-17</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/news-archive/islr-mooc-is-on-youtube-daniela-is-in-chapter-6</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2019-05-16</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/news-archive/arie-voorman-wins-the-outstanding-phd-student-award-from-uw-biostat-and-graduates</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2019-05-16</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/news-archive/ashley-petersen-and-kean-ming-tan-are-runners-up-for-the-wnar-student-paper-competition</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2019-05-16</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/news-archive/aaas-blog-post-on-big-data</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2019-05-16</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/news-archive/a-brief-mention-on-nih-directors-blog</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2019-05-16</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/news-archive/30-under-30-in-forbes-magazine</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2019-05-16</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/news-archive/interview-on-kuow-radio</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2019-05-16</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/news-archive/daniela-is-featured-in-the-innovators-exhibit-at-the-bezos-center-for-innovation-at-mohai</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2019-05-16</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/news-archive/daniela-is-a-poptech-science-fellow</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2019-05-16</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/news-archive/interview-on-four-peaks-tv</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2019-05-16</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/news-archive/arie-voorman-wins-a-david-byar-travel-award</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2019-05-16</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/news-archive/our-book-introduction-to-statistical-learning-is-out</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2019-05-16</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/news-archive/nsf-career-award-on-flexible-network-estimation-from-high-dimensional-data</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2019-05-16</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/news-archive/sloan-research-fellowship</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2019-05-16</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/news-archive/30-under-30-in-forbes-magazine-1</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2019-05-16</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/news-archive/short-write-up-in-nih-directors-blog</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2019-05-16</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/news-archive/talk-at-tedxuofw</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2019-05-17</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/news-archive/profile-in-columns-magazine</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2019-05-17</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/news-archive/article-in-ieee-intelligent-systems</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2019-05-17</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/news-archive/elle-magazine-genius-award-denote-should-be-decode</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2019-05-17</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/news-archive/the-innovation-generation-using-artificial-intelligence-to-study-genomes</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2019-05-17</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/news-archive/national-academy-of-medicine-report-on-evolution-of-translational-omics-is-out</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2019-05-17</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/news-archive/young-wonders-in-the-uw-daily</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2019-05-17</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/news-archive/30-under-30-in-forbes-magazine-2</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2019-05-17</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/news-archive/interview-with-simply-statistics</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2019-05-17</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/news-archive/awarded-nih-directors-early-independence-award</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2019-05-17</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/news-archive/daniela-receives-david-byar-award</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2019-05-17</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/news-archive/category/2012</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
  </url>
  <url>
    <loc>https://www.danielawitten.com/news-archive/category/2023</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
  </url>
  <url>
    <loc>https://www.danielawitten.com/news-archive/category/2011</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
  </url>
  <url>
    <loc>https://www.danielawitten.com/news-archive/category/2022</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
  </url>
  <url>
    <loc>https://www.danielawitten.com/news-archive/category/2021</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
  </url>
  <url>
    <loc>https://www.danielawitten.com/news-archive/category/2020</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
  </url>
  <url>
    <loc>https://www.danielawitten.com/news-archive/category/2019</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
  </url>
  <url>
    <loc>https://www.danielawitten.com/news-archive/category/2018</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
  </url>
  <url>
    <loc>https://www.danielawitten.com/news-archive/category/2017</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
  </url>
  <url>
    <loc>https://www.danielawitten.com/news-archive/category/2016</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
  </url>
  <url>
    <loc>https://www.danielawitten.com/news-archive/category/2015</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
  </url>
  <url>
    <loc>https://www.danielawitten.com/news-archive/category/2026</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
  </url>
  <url>
    <loc>https://www.danielawitten.com/news-archive/category/2014</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
  </url>
  <url>
    <loc>https://www.danielawitten.com/news-archive/category/2025</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
  </url>
  <url>
    <loc>https://www.danielawitten.com/news-archive/category/2013</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
  </url>
  <url>
    <loc>https://www.danielawitten.com/news-archive/category/2024</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
  </url>
  <url>
    <loc>https://www.danielawitten.com/people-info</loc>
    <changefreq>daily</changefreq>
    <priority>0.75</priority>
    <lastmod>2025-04-19</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/people-info/runjia-zou</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2025-04-19</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/people-info/zichun-dwight-xu</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2025-04-14</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/people-info/olivia-mcgough</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2025-04-14</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/people-info/ethan-ancell</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2023-09-11</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/people-info/ameer-dharamshi</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2025-04-14</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/people-info/ronan-perry</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2023-09-11</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/people-info/daniel-kessler</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2024-09-07</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/people-info/anna-neufeld</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2024-09-07</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/people-info/yiqun-chan</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2024-09-07</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/people-info/arkajyoti-arka-saha</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2024-09-07</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/people-info/yandi-shen</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2023-03-22</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/people-info/iain-carmichael</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2024-05-16</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/people-info/daniela-witten</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2021-08-05</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/people-info/lucy-gao</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2023-03-22</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/people-info/sean-jewell</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2020-11-24</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/people-info/hugo-guo-yu</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2024-09-07</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/people-info/shizhe-chen</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2020-12-23</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/people-info/ashley-petersen</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2024-03-03</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/people-info/kean-ming-tan</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2024-09-07</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/people-info/arie-voorman</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2024-03-25</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/people-info/category/alumni</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
  </url>
  <url>
    <loc>https://www.danielawitten.com/people-info/category/postdoc</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
  </url>
  <url>
    <loc>https://www.danielawitten.com/people-info/category/PI</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
  </url>
  <url>
    <loc>https://www.danielawitten.com/people-info/category/gradStudent</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
  </url>
  <url>
    <loc>https://www.danielawitten.com/publications</loc>
    <changefreq>daily</changefreq>
    <priority>0.75</priority>
    <lastmod>2025-04-15</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5cdb1ab793ef6e00010d27b4/1557978540186-Q4S975Q12AQCPDV12K34/image-asset.png</image:loc>
      <image:title>Publications</image:title>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5cdb1ab793ef6e00010d27b4/1557978548367-O05EUU60TPYFZ3GYW0QA/image-asset.gif</image:loc>
      <image:title>Publications</image:title>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5cdb1ab793ef6e00010d27b4/1557978561446-IX77J9V51B02X7O15IQB/image-asset.png</image:loc>
      <image:title>Publications</image:title>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5cdb1ab793ef6e00010d27b4/1557978567749-GZE64BQRCWFIT5TUJFAK/xl_deptofdefenselogo.jpg</image:loc>
      <image:title>Publications</image:title>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5cdb1ab793ef6e00010d27b4/1557978554845-78Z4EUI43BK4FSY0YZC0/image-asset.png</image:loc>
      <image:title>Publications</image:title>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5cdb1ab793ef6e00010d27b4/1558133632813-YP2XF1I57Q1AKDR5H3PC/image-asset.png</image:loc>
      <image:title>Publications</image:title>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5cdb1ab793ef6e00010d27b4/1558133639042-21IJQ5KMS3QWHTNKMY8I/NIH-BD2K.png</image:loc>
      <image:title>Publications</image:title>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5cdb1ab793ef6e00010d27b4/367137ff-386c-4035-95d7-b5ec9a72508e/onr.png</image:loc>
      <image:title>Publications - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://www.danielawitten.com/news</loc>
    <changefreq>daily</changefreq>
    <priority>0.75</priority>
    <lastmod>2026-01-22</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/book</loc>
    <changefreq>daily</changefreq>
    <priority>0.75</priority>
    <lastmod>2023-07-10</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5cdb1ab793ef6e00010d27b4/1558237024296-56IQ43G8SYOMXN332YGY/ISL+Cover+2.jpg</image:loc>
      <image:title>Teaching</image:title>
    </image:image>
  </url>
  <url>
    <loc>https://www.danielawitten.com/people-old</loc>
    <changefreq>daily</changefreq>
    <priority>0.75</priority>
    <lastmod>2020-08-12</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5cdb1ab793ef6e00010d27b4/1557964767022-B6GKAFRDVVQEWZUJVD62/image-asset.jpeg</image:loc>
      <image:title>People Old</image:title>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5cdb1ab793ef6e00010d27b4/1558051632814-MTVDR0GXN9A4GLZJPJEG/ian_bw.jpg</image:loc>
      <image:title>People Old</image:title>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5cdb1ab793ef6e00010d27b4/1557965934778-Y7WQKED2UE35SCBIPNOD/yiqunchen_bw.jpg</image:loc>
      <image:title>People Old</image:title>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5cdb1ab793ef6e00010d27b4/1557964722759-VKPQ5L5H9VBCDD4DXFGE/bryan_bw.jpg</image:loc>
      <image:title>People Old</image:title>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5cdb1ab793ef6e00010d27b4/1597206252285-KOUFT1H3XPK1VCD1HH3P/Anna.jpg</image:loc>
      <image:title>People Old</image:title>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5cdb1ab793ef6e00010d27b4/1557965908463-ZNHFRDL4AFWSD6AZX8N2/image-asset.jpeg</image:loc>
      <image:title>People Old</image:title>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5cdb1ab793ef6e00010d27b4/1557965852166-KAU2YRC5A1AFWK6GOKM1/shizhe_bw.jpg</image:loc>
      <image:title>People Old</image:title>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5cdb1ab793ef6e00010d27b4/1557965023246-CS7AJ1AD0H0P39KZGV8B/lucy_bw.jpg</image:loc>
      <image:title>People Old</image:title>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5cdb1ab793ef6e00010d27b4/1557965822653-JI1UEXV7J89NAWNR44B7/sean_bw.jpg</image:loc>
      <image:title>People Old</image:title>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5cdb1ab793ef6e00010d27b4/1557964615663-5OLCBGC9G8X6CIT3ZQIK/image-asset.jpeg</image:loc>
      <image:title>People Old</image:title>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5cdb1ab793ef6e00010d27b4/1557964963735-H1JMNKXUJ5147SQK18KM/keanming_bw.jpg</image:loc>
      <image:title>People Old</image:title>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5cdb1ab793ef6e00010d27b4/1557964518148-Q91OECYHDDL4S37ZOEGL/image-asset.jpeg</image:loc>
      <image:title>People Old</image:title>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/5cdb1ab793ef6e00010d27b4/1557964835022-70U86157KUOV64A5RVCS/hugo_bw.jpg</image:loc>
      <image:title>People Old</image:title>
    </image:image>
  </url>
  <url>
    <loc>https://www.danielawitten.com/full-bio</loc>
    <changefreq>daily</changefreq>
    <priority>0.75</priority>
    <lastmod>2025-04-14</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/people</loc>
    <changefreq>daily</changefreq>
    <priority>0.75</priority>
    <lastmod>2024-09-07</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/people-1</loc>
    <changefreq>daily</changefreq>
    <priority>0.75</priority>
    <lastmod>2021-02-08</lastmod>
  </url>
  <url>
    <loc>https://www.danielawitten.com/written-by-witten</loc>
    <changefreq>daily</changefreq>
    <priority>0.75</priority>
    <lastmod>2026-01-22</lastmod>
  </url>
</urlset>

