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<a href="https://modules.scorenetwork.org/baseball/mlb_injuries/" rel="noopener" target="_blank" class="image" style="width:200px; height: 200px; object-fit: contain;"><img src="images/mlb_injuries.jpg" alt="baseball player" /></a>
<h3>MLB Injuries - Introductory Time Series Analysis</h3>
<p>Explore MLB injury trends from 2001 to 2023 through time series analysis and forecasting to understand patterns and predict future injury counts.</p>
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<a href="https://modules.scorenetwork.org/baseball/mlb_injuries/" class="button" rel="noopener" target="_blank">More</a>
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<a href="https://isle.stat.cmu.edu/SCORE/stolen-bases-module/" rel="noopener" target="_blank" class="image" style="height: 200px; width:200px;"><img src="images/stolen_bases.jpg" alt="baseball" /></a>
<h3>Stolen Bases</h3>
<p>Investigate stolen base success rates in baseball using normality tests and the properties of normal distributions.</p>
</div>
<a href="https://isle.stat.cmu.edu/SCORE/stolen-bases-module/" class="button" rel="noopener" target="_blank">More</a>
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<a href="https://modules.scorenetwork.org/marathons/boston-marathon-finish_times-2023/" rel="noopener" target="_blank" class="image" style="height: 200px; width:200px;"><img src="images/marathon_finish_time.jpg" alt="marathon race" /></a>
<h3>2023 Boston Marathon - Variability in Finish Times</h3>
<p>Compare male and female finish times in the 2023 Boston Marathon using visualizations, statistics, and z-scores to explore performance variation. </p>
</div>
<a href="https://modules.scorenetwork.org/marathons/boston-marathon-finish_times-2023/" class="button" rel="noopener" target="_blank">More</a>
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<a href="https://isle.stat.cmu.edu/SCORE/league_of_legends/" rel="noopener" target="_blank" class="image" style="width:200px; height: 200px; object-fit: contain;"><img src="images/league_of_legends.jpg" alt="man gaming" /></a>
<h3>League of Legends - Buffing and Nerfing</h3>
<p>Learn to interpret histograms, describe champion performance distributions, and identify outliers in League of Legends gameplay data.</p>
</div>
<a href="https://isle.stat.cmu.edu/SCORE/league_of_legends/" class="button" rel="noopener" target="_blank">More</a>
</article>
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<article>
<div style="height: 95%;">
<a href="https://isle.stat.cmu.edu/SCORE/lacrosse_nll_vs_pll/" rel="noopener" target="_blank" class="image" style="width:200px; height: 200px; object-fit: contain;"><img src="images/lacrosse_pll_nll.jpg" alt="lacrosse players" /></a>
<h3>Lacrosse PLL vs. NLL</h3>
<p>Analyze goal-scoring in the PLL and NLL to compare indoor and outdoor play while learning to test for differences in means and construct confidence intervals.</p>
</div>
<a href="https://isle.stat.cmu.edu/SCORE/lacrosse_nll_vs_pll/" class="button" rel="noopener" target="_blank">More</a>
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<article>
<div style="height:95%;">
<a href="https://modules.scorenetwork.org/lacrosse/college_lacrosse_faceoffs/" rel="noopener" target="_blank" class="image" style="height: 200px; width:200px;"><img src="images/lacrosse_faceoff.jpg" alt="lacrosse" /></a>
<h3>Lacrosse Faceoff Proportions</h3>
<p>Analyze NCAA Division I Lacrosse faceoff percentages and apply hypothesis testing to evaluate team performance against league averages.</p>
</div>
<a href="https://modules.scorenetwork.org/lacrosse/college_lacrosse_faceoffs/" class="button" rel="noopener" target="_blank">More</a>
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<div style="height: 95%;">
<a href="https://isle.stat.cmu.edu/SCORE/Unbreakable_Records_Baseball_Hits/" rel="noopener" target="_blank" class="image" style="width:200px; height: 200px; object-fit: contain;"><img src="images/dimaggio_baseball.jpg" alt="dimaggio" /></a>
<h3>Unbreakable Records in Baseball</h3>
<p>Understanding the probability of breaking one of baseball's longest-standing records, as explained via the concept of binomial experiments. (<a href="https://images.app.goo.gl/dwSevcPLZ8iNJDN58" rel="noopener" target="_blank">Image Credit</a>.)</p>
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<a href="https://isle.stat.cmu.edu/SCORE/Unbreakable_Records_Baseball_Hits/" class="button" rel="noopener" target="_blank">More</a>
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<article>
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<a href="https://isle.stat.cmu.edu/SCORE/Marathons_SCORE_Template/" rel="noopener" target="_blank" class="image" style="width:200px; height: 200px; object-fit: contain;"><img src="images/nyc_marathon.jpg" alt="nyc marathon" /></a>
<h3>Marathon Record-Setting Over Time</h3>
<p>Determining whether the setting of world records in the marathon is historically a Poisson process. (<a href="https://images.app.goo.gl/ruoLACf48Evbp1dUA" rel="noopener" target="_blank">Image Credit</a>.)</p>
</div>
<a href="https://isle.stat.cmu.edu/SCORE/Marathons_SCORE_Template/" class="button" rel="noopener" target="_blank">More</a>
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<article>
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<a href="https://isle.stat.cmu.edu/SCORE/NHLShots/" rel="noopener" target="_blank" class="image" style="width:200px; height: 200px; object-fit: contain;"><img src="images/hockey_ovechkin.jpg" alt="ovechkin" /></a>
<h3>Predicting NHL Shooting Percentages</h3>
<p>Predicting a hockey player's future shooting percentage using exploratory data analysis and simple linear regression. (<a href="https://commons.wikimedia.org/w/index.php?curid=115502761" rel="noopener" target="_blank">Image Credit</a>.)</p>
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<a href="https://isle.stat.cmu.edu/SCORE/NHLShots/" class="button" rel="noopener" target="_blank">More</a>
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<article>
<div style="height: 95%;">
<a href="https://isle.stat.cmu.edu/SCORE/ironman_triathlon/" rel="noopener" target="_blank" class="image" style="width:200px; height: 200px; object-fit: contain;"><img src="images/groff_ironman.jpg" alt="groff ironman" /></a>
<h3>Ironman Triathlete Performance</h3>
<p>Gain insight into the performance patterns of triathletes by exploring the relationships between swimming, biking, and running times. (<a href="https://commons.wikimedia.org/w/index.php?curid=34911600" rel="noopener" target="_blank">Image Credit</a>.)</p>
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<article>
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<a href="https://modules.scorenetwork.org/robotics/FIRST_Robotics_Competition/" rel="noopener" target="_blank" class="image" style="width:200px; height: 200px; object-fit: contain;"><img src="images/robotics.jpg" alt="robotics" /></a>
<h3>FIRST Robotics Competition - Winning Chances</h3>
<p>Assess the EPA model's prediction accuracy in FIRST Robotics Competition with the Brier score.</p>
</div>
<a href="https://modules.scorenetwork.org/robotics/FIRST_Robotics_Competition/" class="button" rel="noopener" target="_blank">More</a>
</article>
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<div class="module-column">
<article>
<div style="height: 95%;">
<a href="https://isle.stat.cmu.edu/SCORE/nascar_regression_transformation/" rel="noopener" target="_blank" class="image" style="width:200px; height: 200px; object-fit: contain;"><img src="images/nascar.jpg" alt="nascar" /></a>
<h3>NASCAR Regression Transformations</h3>
<p>Analyze how a NASCAR driver’s lap position relates to their rating using linear models, log transformations, and polynomial regression.</p>
</div>
<a href="https://isle.stat.cmu.edu/SCORE/nascar_regression_transformation/" class="button" rel="noopener" target="_blank">More</a>
</article>
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<div class="mySlides">
<div class="modules">
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<article>
<div style="height: 95%;">
<a href="https://modules.scorenetwork.org/triathlons/ironman-lakeplacid-mlr/" rel="noopener" target="_blank" class="image" style="width:200px; height: 200px; object-fit: contain;"><img src="images/ironman_canadian.jpg" alt="swimmer" /></a>
<h3>Ironman Triathlon (Canadian Females) - Multiple Linear Regression</h3>
<p>Predict Ironman marathon times using swim and bike times with 2022 Lake Placid data.</p>
</div>
<a href="https://modules.scorenetwork.org/triathlons/ironman-lakeplacid-mlr/" class="button" rel="noopener" target="_blank">More</a>
</article>
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<div class="module-column">
<article>
<div style="height: 95%;">
<a href="https://modules.scorenetwork.org/tennis/Teaching_ANOVA_Through_Aces/" rel="noopener" target="_blank" class="image" style="width:200px; height: 200px; object-fit: contain;"><img src="images/tennis_ace.jpg" alt="tennis player" /></a>
<h3>Ace Rates in Tennis by Surface</h3>
<p>Use linear regression to compare mean differences in tennis ace rates across groups, with an introduction to ANOVA, using ATP match data from 2023.</p>
</div>
<a href="https://modules.scorenetwork.org/tennis/Teaching_ANOVA_Through_Aces/" class="button" rel="noopener" target="_blank">More</a>
</article>
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<h2 style="margin:auto; text-align:center; color:#BE2334; padding: 0; text-decoration: underline;"><a href="https://modules.scorenetwork.org/" target="_blank">Access Full Module Repository</a></h2>
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<!-- <h2 style="margin: auto; text-align: center; padding: none;">SCORE Highlights</h2> -->
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<article>
<!-- <a href="https://isle.stat.cmu.edu/SCORE/ironman_triathlon/" rel="noopener" target="_blank" class="image" style="width:200px; height: 200px;"><img src="images/groff_ironman.jpg" alt="" /></a> -->
<h3>SCORE Article Published on <a href="https://www.informs.org/">INFORMS.org</a></h3>
<br>
<br>
<p><strong>Date: </strong>December 10, 2024</p>
<br>
<p><a href="https://pubsonline.informs.org/do/10.1287/orms.2024.04.07/full/">Read more</a></p>
</article>
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<article>
<!-- <a href="https://isle.stat.cmu.edu/SCORE/ironman_triathlon/" rel="noopener" target="_blank" class="image" style="height: 200px; width:200px;"><img src="images/groff_ironman.jpg" alt="" /></a> -->
<h3>Connecticut Sports Analytics Symposium Workshop for Educators on Using SCORE Network Materials</h3>
<br>
<p><strong>Date: </strong>April 11, 2025 <br> <strong>Location: </strong>Yale University (check <a href="https://statds.org/events/csas2025/index.html">CSAS schedule</a> for location)</p>
</article>
</div>
<div class="event-column">
<article>
<!-- <a href="https://isle.stat.cmu.edu/SCORE/ironman_triathlon/" rel="noopener" target="_blank" class="image" style="height: 200px; width:200px;"><img src="images/groff_ironman.jpg" alt="" /></a> -->
<h3>USCOTS Workshop - Creating Interactive Modules for Teaching with Sports Data</h3>
<br>
<p><strong>Date: </strong>July 17, 2025 <br> <strong>Location:</strong> Iowa State University (check <a href="https://www.causeweb.org/cause/uscots/uscots25">USCOTS schedule</a> for location)</p>
</article>
</div>
<!-- <div class="event-column">
<article>
<h3>SCORE Workshop</h3>
<p><strong>Presented by: </strong>SCORE Network <br> <strong>Event: </strong>USCOTS <br> <strong>Location: </strong>State College <br> <strong>Date: </strong>May 31, 2023</p>
<p>Event description, links, etc</p>
</article>
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