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Ron Yurko

@stat-ron.bsky.social
331 followers 191 following 101 posts

Assistant Teaching Professor, Department of Statistics & Data Science, Carnegie Mellon University, Director of Carnegie Mellon #SportsAnalytics Center (CMSAC) stat.cmu.edu/cmsac

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Reposted by Ron Yurko
Bill Connelly @espnbillc.bsky.social · 29/09/2026
I was agonizing over whether Jeremiah Smith or Colin Simmons should win Heisman of the Week, and then I remembered: I make the rules around here! They both win it! On Smith, Simmons, Kamario's lead in the horse race and JERRY KAMINSKI as Lockbaum of the Week: www.espn.com/college-foot...
espn.com
Heisman of Week 4: Jeremiah Smith or Colin Simmons a tough call
Week 4 brought some eye-popping performances, with Ohio State's star WR drawing particular attention.
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Ron Yurko @stat-ron.bsky.social · 14/09/2026
static.klipy.com
Leonardo DiCaprio Points: 'Yes, That's It!'
ALT: Leonardo DiCaprio Points: 'Yes, That's It!'
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Amstat-American Statistical Association @amstatnews.bsky.social · 14/09/2026
Read how data is revealing a new side of athletic performance. From measuring defensive pressure in football to understanding the mechanics behind a baseball swing, #STATSSKY stattrak.amstat.org/2026/09/01/g...
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Bill Connelly @espnbillc.bsky.social · 01/09/2026
I used SP+ to project what SHOULD happen (conference/CFP/title odds), then I grabbed random simulations to tell you what WILL happen. (Can't wait for "NDSU beats SEC champion Tennessee in the CFP.") One million sims = one million (increasingly wild) realities. www.espn.com/college-foot...
espn.com
2026 college football simulations: CFP, conference title odds
Using SP+ projections, we ran 1 million simulations of the 2026 season, so we found something for everyone.
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Carnegie Mellon University @cmu.edu · 17/08/2026
Research from the Carnegie Mellon Sports Analytics Center is powering "Heisman Hopefuls," a first-of-its-kind data, storytelling and fan voting platform. 🏈📈 CMU data scientists are providing fans with deeper insight into the race for the @heismantrophy.bsky.social. 🏆 #DataScience #SportsAnalytics
espn.com
New Heisman platform allows college football fans to cast votes
The new team at Heisman has launched Heisman Hopefuls -- a data, storytelling and fan voting platform aimed at expanding the conversation about the award.
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Bill Connelly @espnbillc.bsky.social · 17/08/2026
The @heismantrophy.bsky.social wants to be part of the conversation year-round and wants fans to have a louder say, so it created the Heisman Hopefuls platform. It'll have updated stats and EA CFB ratings throughout the season. Honestly a pretty cool setup. www.espn.com/college-foot...
espn.com
New Heisman platform allows college football fans to cast votes
The new team at Heisman has launched Heisman Hopefuls -- a data, storytelling and fan voting platform aimed at expanding the conversation about the award.
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Game on Paper @gameonpaper.com · 12/08/2026
🚨INTRODUCING GAME ON PAPER 2.0 🚨 Matchup builder Thousands of custom chart possibilities Data back to 2004 Better EPA models More team specific charts Smoother site experience gameonpaper.com
gameonpaper.com
College Football | Game on Paper
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Aaron Schatz @aaronschatz.com · 12/08/2026
Hey, I did Wharton Moneyball podcast this week. More preseason projections and discussion of how the whole system works. Good inside nitty gritty stuff. podcasts.apple.com/us/podcast/t...
podcasts.apple.com
The NFL's Biggest 2026 Questions
Podcast Episode · Wharton Moneyball · August 12 · 1h 9m
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American Soccer Insights Summit @americansoccerinsights.com · 11/08/2026
The American Soccer Insights Summit is back for 2027. The Summit will be held at Rice University on March 26th and 27th, during a FIFA men's international break window. Registration is now open: americansoccerinsights.com/registration/
Save the date: March 26-27. Rice University | Houston, TX. American Soccer Insights Summit 2027.
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yimmy @yimmymcbill.bsky.social · 03/08/2026
Does anyone (buzzing in the same circles as me) want to team up for a stats project? Just trying to break out of a funk, maybe try something new, nothing ambitious...
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Ron Yurko @stat-ron.bsky.social · 17/07/2026
Enter this year's Carnegie Mellon #SportsAnalytics Conference (Oct 23-24) #ReproducibleResearch Competition! forms.gle/GUXbxGbkkoiq... NEW: Winning authors receive an exclusive invitation to submit to the Journal of Statistics and Data Science in Sports jsds-sports.github.io
forms.gle
Reproducible Research Competition
Submit an abstract to present your sports analytics work in the Reproducible Research Competition at the annual Carnegie Mellon Sports Analytics Conference on Oct 23-24 2026! In this year's competit...
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Ron Yurko @stat-ron.bsky.social · 08/07/2026
It's a privilege and honor to be able to work w/ #Heisman - I consider the #HeismanTrophy to be the most prestigious award in American sports, and I'm beyond excited for #CMSAC to play a role in its rich history! #CollegeFootball #sportsanalytics
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Carnegie Mellon University @cmu.edu · 08/07/2026
CMU's statisticians and data scientists will work closely with Heisman to redevelop a dynamic fan voting, providing fans with deeper insight into the race for college football's most prestigious award. #SportsAnalytics Read more:
cmu.edu
Heisman Taps Carnegie Mellon University to Enhance Heisman Hopefuls Fan Voting and Analytics
Heisman has signed a memorandum of understanding with Carnegie Mellon University and the Carnegie Mellon Sports Analytics Center (CMSAC) to develop metrics and tools that make it easier for fans to ac...
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Carnegie Mellon University @cmu.edu · 08/07/2026
CMU x #Heisman 🏈📊🏆 @heismantrophy.bsky.social has partnered with Carnegie Mellon and the Sports Analytics Center to develop metrics and tools to make it easier for fans to access and evaluate performance data for all positions.
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Ben Alamar @benalamar.bsky.social · 29/05/2026
If you like sports data, be sure to check out espnanalytics.com @deanolytics.bsky.social @sethwalder.bsky.social and the entire ESPN Analytics team have put together some very cool and insightful data products.
espnanalytics.com
ESPN Analytics
Models and data visualization from ESPN Analytics. NBA & NFL Draft, schedule analysis, receiver scores and more.
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Ron Yurko @stat-ron.bsky.social · 23/05/2026
Strongly recommend checking out a new #sportsanalytics book by (one of the best in the field) Stephanie Kovalchik called - 'Out of Left Field: Improbable stories in sports analytics' leftfieldanalytics.com Order it now! sellercentral.amazon.com/nms/redirect...
leftfieldanalytics.com
Main
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Nick Wan @nickwan.bsky.social · 13/05/2026
Yo this is the last week (last days!) for abstracts! I just submitted mine today :) All baseball teams are represented at this conference. Most (all?) doing informational interviews for job seekers or the curious. May 15 is the deadline for abstracts. See y’all there in a few months
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Carnegie Mellon University Libraries @library.cmu.edu · 07/05/2026
This year marks 50 years since Pittsburgh's most beloved neighbor stopped by our commencement. 🎓 In 1976, @cmu.edu awarded Fred Rogers an honorary doctorate in fine arts. At #CMU, our hearts remain in the work that #MrRogers championed for all of us. 🫶 Congrats to all graduates!
Mr. Rogers commencement speech. May 8, 1976."So, at the root of all art and all science, there exists a gap - a gap between what the world is like and what the human creator wishes and hopes for it to be like." - Fred Rogers"When people help us to feel good about who we are, they are really helping us to love the meaning of what we create in this life." - Fred RogersHome to CMU History. My Heart is in the Work. Materials courtesy of Carnegie Mellon University Archives.
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Carnegie Mellon University @cmu.edu · 23/04/2026
Read more:
cmu.edu
The Ultimate Draft Pick: CMU Showcases the Winning Power of Sports Innovation
"Powering the Future of Sport: A Draft Week Showcase," was a sports-themed day of engaging discussions, live robotics demonstrations and industry innovations on AI’s extraordinary potential to transfo...
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Carnegie Mellon University @cmu.edu · 21/04/2026
CMU's sports analytics education produces big league talent. Shravan Ramamurthy and Toby Junker both have professions in research and development for #NFL teams. Today's sports analysts have access to more data than ever. CMU equips students with the skills to turn data into actionable insights. 📊
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Carnegie Mellon University @cmu.edu · 23/04/2026
What is the value of a pick in the #NFLDraft? 📈 Carnegie Mellon researchers are tackling the question. A joint project from the NFL and CMU researchers Quang Nguyen and Ron Yurko explores the math behind how Draft value charts are built and which teams have the best track record for picks. #Data
operations.nfl.com
Building An NFL Draft Value Chart | NFL Football Operations
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Carnegie Mellon University @cmu.edu · 12/04/2026
Data is powering the future of sports. 📊 “Every tenth of a second, the NFL’s Next Gen data chips provide information for where every single player is positioned on the field — the direction they’re moving, the speed they’re moving." CMU researchers are tackling how to use the data at our disposal.
cmu.edu
Sports Generate More Data Than Ever. CMU's Sports Analytics Center Asks What It Means
Carnegie Mellon University experts are turning that data into insight, using statistics and data science to help professional teams gain a competitive edge.
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Carnegie Mellon University @cmu.edu · 14/04/2026
Carnegie Mellon research is helping #NFL teams see what game film can’t. Smarter #data means smarter draft picks. By measuring traits that aren't always obvious, from shiftiness to arm angle, we can study their impact on the game. Analyzing this data is shaping the way teams draft. @cbsnews.com
cbsnews.com
Carnegie Mellon analytics helping shape NFL draft decisions
With technology used in just about every facet of everyday life, it's also changing how NFL teams look at athletes.
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Michael "Shapes Dude" Betancourt @betanalpha.bsky.social · 11/04/2026
People responding to statistical computation diagnostic warnings.
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Ron Yurko @stat-ron.bsky.social · 09/04/2026
Many thanks to @realfrankbrank.bsky.social for getting this started! #CMSAC is excited to work with FTN data - with multiple student #sportsanalytics projects already underway!
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frank brank @realfrankbrank.bsky.social · 08/04/2026
FTN is partnering with the Carnegie Mellon Sports Analytics Center to provide advanced charted data to students to help prepare them for a career in sports data and analysis. Special thanks to @stat-ron.bsky.social for being a leader in this partnership.
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Ron Yurko @stat-ron.bsky.social · 20/03/2026
Official publication of ' #NFL ghosts: A framework for evaluating defender positioning with conditional density estimation' is now available in the Annals of Applied Statistics projecteuclid.org/journals/ann... #BigDataBowl #sportsanalytics #CMSAC
media.tenor.com
three men in suits and ties are standing next to each other with a caption that says " don 't wait another minute "
ALT: three men in suits and ties are standing next to each other with a caption that says " don 't wait another minute "
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Hadley Wickham @hadley.nz · 20/03/2026
We have summer internships y'all! Come work at Posit on the PyData, tidymodels, shiny, or Connect teams: grnh.se/tigz810a3us. You will have an awesome time, learn a ton, and help advance our open source and pro tools 🧰 #rstats #pydata
Kermit the frog screaming with excitement
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Ron Yurko @stat-ron.bsky.social · 19/03/2026
media.tenor.com
robert downey jr. is wearing a suit and tie and making a funny face .
ALT: robert downey jr. is wearing a suit and tie and making a funny face .
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qntkhvn @qntkhvn.bsky.social · 19/03/2026
This framework enables comparison of observed movement against a distribution of hypotheticals at each frame within a play We focus on evaluating RB movement after handoff in run plays, and present examples of play valuation breakdown & player performance metrics
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qntkhvn @qntkhvn.bsky.social · 19/03/2026
Simulation details: Given an observed path, at each frame along this path, generate a local distribution of hypothetical next steps (only simulate the immediate next movement, 1 frame ahead) (work in progress: full path sim by repeatedly drawing posterior predictive steps & turns)
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qntkhvn @qntkhvn.bsky.social · 19/03/2026
Full framework: 1. Movement characterization with tracking data features (step length & turn angle, inspired by animal movement literature) 2. Bayesian multilevel step-and-turn models 3. Posterior predictive simulation of player movement 4. Ghosting/hypothetical evaluation
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Ron Yurko @stat-ron.bsky.social · 19/03/2026
Check out the latest from Quang Nguyen in the #CMSAC research lab #sportsanalytics #NFL #BigDataBowl
media.tenor.com
a football game between the colts and the chargers is being played
ALT: a football game between the colts and the chargers is being played
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qntkhvn @qntkhvn.bsky.social · 19/03/2026
New paper by myself & @stat-ron.bsky.social arxiv.org/abs/2603.17866 We introduce a generative modeling framework to evaluate continuous-time player movement against a distribution of frame-level hypotheticals #cmsac #nfl #bigdatabowl #sportsanalytics #ghosting
arxiv.org
Bayesian multilevel step-and-turn models for evaluating player movement in American football
In sports analytics, player tracking data have driven significant advancements in the task of player evaluation. We present a novel generative framework for evaluating the observed frame-by-frame play...
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Mine Doğucu @minedogucu.com · 09/03/2026
🔔 New preprint w/ Catalina Medina ❓ We ran a quasi-experiment in an introductory stats course to see if giving students a choice of real data context on homework actually has impact 📄 Engaging students with statistics through choice of real data context on homework 🔗 arxiv.org/abs/2603.04541
arxiv.org
Engaging students with statistics through choice of real data context on homework
Statistics educators recommend teaching with real data with relevant contexts, but defining relevancy is challenging and varies by student. We investigated whether providing student choice of data con...
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Mine Doğucu @minedogucu.com · 09/03/2026
👍 Our recs based on our findings are 1️⃣ use real data with authentic contexts, 2️⃣ select contexts students care about 3️⃣ incorporate variety across data contexts 4️⃣ consider choice as a pedagogical tool.
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Simon P. Couch @simonpcouch.com · 05/03/2026
Today we're releasing AI for RStudio. It's really, really good—I'd encourage you to point it at the messiest data sources you have and see what it can do. www.simonpcouch.com/blog/2026-03...
A screenshot of an RStudio window. On the left-hand side is a new pain called Posit Assistant. The Posit Assistant had recently run code making a lat-lon plot of Washington state, colored by whether the point had been marked as forested or not.
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Arif Hasan, but NFL🔨⚒️🛠️ @arif.bsky.social · 25/02/2026
BREAKING: Teamworks to Acquire Pro Football Focus www.wideleft.football/p/breaking-t...
wideleft.football
BREAKING: Teamworks to Acquire Pro Football Focus
Wide Left has learned that Teamworks will acquire football charting firm Pro Football Focus.
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A.J. Perez @byajperez.com · 25/02/2026
Teamworks—which calls itself as "The Operating System for Sports"—is closing in on acquiring Pro Football Focus per @arif.bsky.social . PFF's valuation in the deal is between $130M-$140M. Cris Collinsworth purchased PFF for $6M in 2014. www.wideleft.football/p/breaking-t...
wideleft.football
BREAKING: Teamworks to Acquire Pro Football Focus
Wide Left has learned that Teamworks will acquire football charting firm Pro Football Focus.
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Patrick Stotz @patrickstotz.bsky.social · 25/02/2026
The list of why I should switch to Positron keeps getting longer.
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Alan Nathan @pobguy.bsky.social · 23/02/2026
Summary: Peak BBCOR same for all 3 bats but shifted to inside for Torpedos. Simple shift for Torpedo-1 but wider sweet spot for Torpedo-2. See baseball.physics.illinois.edu/ppt/Nathan-T... for my @saberseminar.bsky.social talk. This is an on-going study with additional research in progress.
baseball.physics.illinois.edu
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Alan Nathan @pobguy.bsky.social · 23/02/2026
ICYMI 🧵1st results of the Torpedo bat study by Lloyd Smith, @drussellpsu.bsky.social, and me. Measurements done at WSU Sports Science Lab and PSU. Will be presented at ISEA Conference in June. BBCOR, a surrogate for exit velocity, measured for 1 Standard and 2 Torpedo bats via high-speed impact.
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Tangotiger @tangotiger.com · 23/02/2026
So far, overturned ABS Challenges...
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Tangotiger @tangotiger.com · 23/02/2026
ABS Challenge report so far: - Fielders challenging 113 to 56 for batters (or only 33% challenges are by batters) - Fielders got 61-113 overturned (54%), earning 0.15 runs per overturn, 0.08 per challenge - Batters 27-56 (48%), earning 0.20 runs per overturn, 0.10 per challenge
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FanGraphs Baseball @fangraphs.com · 23/02/2026
The Defense Rests: A Tribute to Bill Mazeroski (1936–2026) blogs.fangraphs.com/the-defense-...
blogs.fangraphs.com
The Defense Rests: A Tribute to Bill Mazeroski (1936–2026)
The longtime Pirates second baseman was an exceptional fielder, but it was his walk-off homer to end the 1960 World Series that ensured his Hall of Fame legacy.
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Journal of Open Source Software @joss-openjournals.bsky.social · 23/02/2026
Just published in JOSS: 'SC2Tools: StarCraft II Toolset and Dataset API' doi.org/10.21105/joss.08889
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Ben Alamar @benalamar.bsky.social · 18/02/2026
Got to join the Wharton Moneyball podcast yesterday to talk about the state of the NBA and why @deanolytics.bsky.social belongs in the basketball hall of fame. podcasts.apple.com/us/podcast/w...
podcasts.apple.com
NBA Analytics, Tanking, and the Future of Team Building
Podcast Episode · Wharton Moneyball · 02/18/2026 · 1h 4m
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Seth Walder @sethwalder.bsky.social · 13/02/2026
Cade is the best, you always want to hear him on the draft. Ron is at least medium.
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Ron Yurko @stat-ron.bsky.social · 12/02/2026
Very excited to host Cade Massy when the #NFLDraft is in Pittsburgh this year! If you're able to make it to Pittsburgh that week, then join us for FREE to see Cade's talk on the 'The Loser's Curse'! w/ virtual option for students #sportsanalytics
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Dean Oliver @deanolytics.bsky.social · 11/02/2026
This came out. Visual storytelling using Net Points.
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