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Ron Yurko

@stat-ron.bsky.social

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

255 Followers  |  174 Following  |  79 Posts  |  Joined: 28.01.2025  |  1.971

Latest posts by stat-ron.bsky.social on Bluesky

ESPN's receiver scores have been updated through Week 4!

espnanalytics.com/receivers

01.10.2025 15:35 β€” πŸ‘ 14    πŸ” 2    πŸ’¬ 1    πŸ“Œ 0

🏈 The 8th annual NFL Big Data Bowl is here!

This year, we’re excited to launch two competitions in collaboration with NFL. Participants will use NFL player tracking (Next Gen Stats) to generate insights that enhance the game.

Pro tip: you can compete in both 😎
More info πŸ‘‡

25.09.2025 15:11 β€” πŸ‘ 19    πŸ” 11    πŸ’¬ 1    πŸ“Œ 1
25.09.2025 16:05 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

Thanks to NextGenStats and @awscloud.bsky.social for the partnership, @kaggle.com for hosting, and to all of our loyal participants for ensuring that our competition is changing the game

#BigDataBowl

25.09.2025 16:04 β€” πŸ‘ 2    πŸ” 1    πŸ’¬ 0    πŸ“Œ 0
NFL Big Data Bowl 2026 - Analytics Understand player movement while the ball is in the air

The analytics competition will allow folks to creatively identify characteristics or visualizations of player movement, either on the offensive or defensive sides of the ball

www.kaggle.com/c/nfl-big-da...

25.09.2025 16:02 β€” πŸ‘ 2    πŸ” 2    πŸ’¬ 1    πŸ“Œ 0
NFL Big Data Bowl 2026 - Prediction Predict player movement while the ball is in the air

The leaderboard competition will use the last 5 weeks of 2025 to identify who builds the best model/algorithm

www.kaggle.com/c/nfl-big-da...

25.09.2025 16:02 β€” πŸ‘ 1    πŸ” 2    πŸ’¬ 1    πŸ“Œ 0

The 2026 Big Data Bowl #BigDataBowl is live!

Participants can sign up for two competitions:
- leaderboard
- traditional analytics competition

This year's task: predict/understand player movement when the ball is in the air

25.09.2025 16:01 β€” πŸ‘ 11    πŸ” 10    πŸ’¬ 1    πŸ“Œ 1
22.09.2025 17:41 β€” πŸ‘ 2    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0
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a man in a black shirt and tie holds a pen and a notebook ALT: a man in a black shirt and tie holds a pen and a notebook

This is the most beautiful time of year here Jonathan...

13.09.2025 20:36 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 2    πŸ“Œ 0
Watt vs. Garrett? Metcalf vs. Pickens? Quang Nguyen Uses Next Gen Stats To Evaluate Player Performance - Dietrich College of Humanities and Social Sciences - Carnegie Mellon University Statistics Ph.D. candidateΒ Quang Nguyen usesΒ NFL tracking data to find new and exciting ways to evaluate players.

www.cmu.edu/dietrich/new...

11.09.2025 20:30 β€” πŸ‘ 1    πŸ” 1    πŸ’¬ 0    πŸ“Œ 0
Watt vs. Garrett? Metcalf vs. Pickens? Quang Nguyen Uses Next Gen Stats To Evaluate Player Performance - Dietrich College of Humanities and Social Sciences - Carnegie Mellon University Statistics Ph.D. candidateΒ Quang Nguyen usesΒ NFL tracking data to find new and exciting ways to evaluate players.

Great article on the cutting-edge #NFL #BigDataBowl data research by PhD student Quang Nguyen (@qntkhvn.bsky.social) - #Steelers fans should read this! Watt vs. Garrett? Metcalf vs. Pickens? Quang Nguyen Uses #NextGenStats To Evaluate Player Performance www.cmu.edu/dietrich/new...

12.09.2025 14:36 β€” πŸ‘ 4    πŸ” 1    πŸ’¬ 0    πŸ“Œ 0

Really enjoyed talking to @alex-andorra.bsky.social on @learnbayesstats.bsky.social! I've always enjoyed listening to this podcast and encourage you to check out all of the awesome episodes Alex has recorded: learnbayesstats.com #statistics #Bayesian #datascience #sportsanalytics

09.09.2025 18:30 β€” πŸ‘ 6    πŸ” 2    πŸ’¬ 0    πŸ“Œ 0
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🏈 NFL meets Bayesian stats!

In this episode @alex-andorra.bsky.social chats with Ron Yurko on

πŸ‘‰ Writing your own models
πŸ‘‰ Building a sports analytics portfolio
πŸ‘‰ Pitfalls of modelling expectations
πŸ‘‰ Using tracking data for player insights
πŸ‘‰ Causal thinking in football data

🎧 lnkd.in/gWz4v2JG

09.09.2025 17:41 β€” πŸ‘ 4    πŸ” 3    πŸ’¬ 0    πŸ“Œ 1
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SCORES: Idaho Department of Education releases 2025 ISATs The author was correct to begin the article by stating β€œoverall scores remained mostly stable when compared to last year’s results.” However, I take issue with the author’s subsequent interpretation o...

I've seen a lot of incorrect uses and understandings of p-values, but this one made me do a literal LOL. It's a hilarious example of how a certain type of smug person who writes letters to the editor to take issue with news stories can get things so, so wrong. cdapress.com/news/2025/se...

05.09.2025 18:18 β€” πŸ‘ 70    πŸ” 6    πŸ’¬ 3    πŸ“Œ 4
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GitHub - nickwan/2025-sabersem-inspo: not exactly replications, but loosely based not exactly replications, but loosely based. Contribute to nickwan/2025-sabersem-inspo development by creating an account on GitHub.

Spent the last week "replicating" several sabersem presentations from the last sabersem. Was pretty fun! Going to highlight each one I did here. Shoutout to @srbrown70.bsky.social for the list of slides, very helpful.

if you want the repo, it's here github.com/nickwan/2025...

07.09.2025 16:02 β€” πŸ‘ 14    πŸ” 6    πŸ’¬ 1    πŸ“Œ 0
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darth vader is standing in front of a wall with the words join me below him ALT: darth vader is standing in front of a wall with the words join me below him

when are we going to see the Positron data viewer instead Seth??? positron.posit.co

04.09.2025 01:47 β€” πŸ‘ 2    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

October in Pittsburgh for some sports analytics.

I'm speaking, as is Alok Pattani, my former right hand at ESPN. We'll have stories to tell, for sure.

04.09.2025 00:43 β€” πŸ‘ 3    πŸ” 1    πŸ’¬ 0    πŸ“Œ 0

Don’t miss out the best #sportsanalytics conference out there!

04.09.2025 01:11 β€” πŸ‘ 1    πŸ” 2    πŸ’¬ 0    πŸ“Œ 0
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Excited to host the godfather of #basketballanalytics @deanolytics.bsky.social as the Keynote Address at this year's Carnegie Mellon #SportsAnalytics Conference on Oct 24-25! You can REGISTER NOW to see talks by Dean and other leaders/experts in the field: www.cmsaconference.com #NBA

03.09.2025 17:36 β€” πŸ‘ 2    πŸ” 0    πŸ’¬ 0    πŸ“Œ 2
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a man wearing sunglasses is sitting next to another man wearing a hat that says ' jurassic park ' on it ALT: a man wearing sunglasses is sitting next to another man wearing a hat that says ' jurassic park ' on it
03.09.2025 00:07 β€” πŸ‘ 2    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0
Screenshot of 2024 participation data from FTN

Screenshot of 2024 participation data from FTN

load_participation(): thanks to @realfrankbrank.bsky.social and @ftnfantasy.com, we're now able to have **historical** participation data similar to what we were previously pulling from NGS! This data is graciously provided to us after every season, and we now have complete 2023 and 2024 data avail.

02.09.2025 17:19 β€” πŸ‘ 14    πŸ” 5    πŸ’¬ 2    πŸ“Œ 0

Kenny Pickett has 1 game with more than 1 passing TD... and has now been traded 3 times @dannyheifetz.bsky.social

26.08.2025 01:36 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0
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Personnel News

thef5.substack.com/p/personnel-...

21.08.2025 20:16 β€” πŸ‘ 107    πŸ” 4    πŸ’¬ 18    πŸ“Œ 2

Reminder that TOMORROW is the deadline to submit an abstract for the Carnegie Mellon #SportsAnalytics Conference (www.stat.cmu.edu/cmsac/confer...) #ReproducibleResearch competition! #statistics #datascience #AI

14.08.2025 21:07 β€” πŸ‘ 2    πŸ” 4    πŸ’¬ 0    πŸ“Œ 0
Recommendations for visual predictive checks in Bayesian workflow

We talk more about visual posterior predictive checking and above plots in teemusailynoja.github.io/visual-predi....

The next bayesplot release will give a warning if PPC bar graphs are used with less than 6 unique outcome values, with a link to a page containing suggestions for better plots. 4/4

13.08.2025 14:33 β€” πŸ‘ 22    πŸ” 4    πŸ’¬ 0    πŸ“Œ 1
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Jo Hardin, Pomona College - A Unified Framework for Random Forest Prediction Error Estimation - The Academic Minute On Pomona College Week: What is the Random Forest prediction model? Jo Hardin, professor of math and statistics and Hardison Chair of analytical thinking, explores how it works. Jo Hardin is Professor...

Curious about random forest prediction error estimation? Here's an accessible high level overview of this machine learning method from my Pomona College colleague Jo Hardin @hardin47.bsky.social
academicminute.org/jo-hardin-po...

13.08.2025 20:56 β€” πŸ‘ 3    πŸ” 2    πŸ’¬ 0    πŸ“Œ 0
13.08.2025 23:05 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0
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a man in a suit is pointing at his watch with the words you know what time it is behind him ALT: a man in a suit is pointing at his watch with the words you know what time it is behind him

Submit your #sportsanalytics research abstracts by FRIDAY AUG 15TH for our annual #ReproducibleResearch Competition! www.cmsaconference.com/research-com...

Submit your work & please share with others (especially students) in your network! #CMSAC #statistics #datascience #sports #machinelearning

12.08.2025 16:58 β€” πŸ‘ 1    πŸ” 2    πŸ’¬ 0    πŸ“Œ 1
10.08.2025 23:43 β€” πŸ‘ 5    πŸ” 0    πŸ’¬ 2    πŸ“Œ 0
Photo of me holding a printed copy of my book

Photo of me holding a printed copy of my book

Draft cover art

Draft cover art

Two -page spread showing graphs text and code

Two -page spread showing graphs text and code

Two -page spread showing graphs text and code

Two -page spread showing graphs text and code

#rstats So chuffed! I printed the first PDF copy of my book to see what it might look like in print! It will be printed in full color!

Visualizing Multivariate Data and Models in R

On the whole, looks good, but lots of tweaking to do.
It weighs in at ~440 pgs., so perhaps some cutting needed.

09.08.2025 17:04 β€” πŸ‘ 77    πŸ” 16    πŸ’¬ 5    πŸ“Œ 0

@stat-ron is following 20 prominent accounts