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Rouven Michels

@rmichels

Post-Doc @TU Dortmund University Working on Sports Analytics

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11.11.2024
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Latest posts by Rouven Michels @rmichels

Periodically stationary distribution (probability that the fly is active) as a function of the time of day.
True stationary distribution is compared to biased approximation, and we see a substantial difference.

Periodically stationary distribution (probability that the fly is active) as a function of the time of day. True stationary distribution is compared to biased approximation, and we see a substantial difference.

Our paper on #HMMs with periodically โฐ varying transition probabilities is published! ๐ŸŽ‰ @carlinafeldmann.bsky.social, Sina Mews, @rmichels.bsky.social @rolandlangrock.bsky.social

doi.org/10.1214/25-AOAS2107

We derive the periodically #stationary distribution and the implied dwell-time distribution

10.12.2025 14:53 ๐Ÿ‘ 14 ๐Ÿ” 5 ๐Ÿ’ฌ 1 ๐Ÿ“Œ 0

We're all looking forward to the #UEFA #WEURO2025 starting on tomorrow! โšฝ

Do you want to know what is the likely course of the tournament and who probably wins? ๐Ÿ†

Read our blog post: ๐Ÿ“ฐ

www.zeileis.org/news/weuro2025/

01.07.2025 07:22 ๐Ÿ‘ 4 ๐Ÿ” 3 ๐Ÿ’ฌ 1 ๐Ÿ“Œ 0
Rechtsextremistisches Personenpotenzial. Grafik von Dobrindt: Liegt bei etwa 50.000

Rechtsextremistisches Personenpotenzial. Grafik von Dobrindt: Liegt bei etwa 50.000

Achse kleiner, dadurch bei Linksextremismus deutlich lรคngere Balken

Achse kleiner, dadurch bei Linksextremismus deutlich lรคngere Balken

Sachen gibt's: Wenn man die Skalierung der Achse รคndert, ist auf einmal der Balken beim Linksextremismus lรคnger.

10.06.2025 11:40 ๐Ÿ‘ 4435 ๐Ÿ” 1490 ๐Ÿ’ฌ 191 ๐Ÿ“Œ 168
Preview
Are Liverpool proof coaches don't matter? Or is Slot just better than Klopp? Liverpool were supposed to struggle once Jurgen Klopp left. Instead, Arne Slot won the Premier League. Do coaches just not matter?

I wrote about the defining story of the Premier League season. How Liverpool lost one of the best coaches in the history of the sport -- and immediately got better: www.espn.com/soccer/story...

13.05.2025 13:30 ๐Ÿ‘ 30 ๐Ÿ” 7 ๐Ÿ’ฌ 1 ๐Ÿ“Œ 1

Dafรผr muss man sich nicht grรคmen, es steckt hier einfach noch alles in den Kinderschuhen. Ich weiรŸ nicht, ob es fรผrs Gefรผhl hilft, aber ich lese deinen Content sehr gerne hier auf BlueSky.

26.04.2025 15:19 ๐Ÿ‘ 2 ๐Ÿ” 0 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0

Hi, for sure, just drop me an Email (Rouven.michels@tu-dortmund.de)!

18.04.2025 09:56 ๐Ÿ‘ 1 ๐Ÿ” 0 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0

Diese Realitรคtsverweigerung bei gleichzeitiger Behauptung, man wรผrde die Realitรคt aber viel besser sehen, ist schon dreist.

11.04.2025 07:50 ๐Ÿ‘ 569 ๐Ÿ” 60 ๐Ÿ’ฌ 14 ๐Ÿ“Œ 1

MathSport International in Luxembourg in June

04.04.2025 17:58 ๐Ÿ‘ 0 ๐Ÿ” 0 ๐Ÿ’ฌ 1 ๐Ÿ“Œ 0

I think this is true for all down but especially interesting for 3rd (and 4th) down plays. My gut feeling is that once you notice that pressure is coming, it is more worthy to push the ball downfield and give your receivers a chance (and thus increasing the TO prob) than taking the sack

01.04.2025 18:07 ๐Ÿ‘ 1 ๐Ÿ” 0 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0
Preview
Extending the Dixon and Coles model: an application to womenโ€™s football data Abstract. The prevalent model by Dixon and Coles extends the double Poisson model where two independent Poisson distributions model the number of goals sco

We recently extended the D&C model, leading to more accurate strength parameters in some cases. If you wanna repeat your analysis for womenโ€˜s football, itโ€™s worth a look: doi.org/10.1093/jrss...

01.04.2025 09:08 ๐Ÿ‘ 2 ๐Ÿ” 0 ๐Ÿ’ฌ 1 ๐Ÿ“Œ 0

Great to hear that you are spreading analytics on American Football in Europe as well :-) Itโ€˜s a nice conference with really great people. Unfortunately, I cannot attend this year.

21.02.2025 09:11 ๐Ÿ‘ 1 ๐Ÿ” 0 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0
Post image Post image

In this yearโ€˜s NFL Big Data Bowl ๐Ÿˆ submission, @rmichels.bsky.social, Robert Bajons, and I employ hidden Markov models to uncover ๐Ÿ”Žguarding assignments and use this additional information to improve the prediction of defensive strategies. ๐Ÿ“Š
#bigdatabowl #rstats

07.01.2025 14:10 ๐Ÿ‘ 8 ๐Ÿ” 1 ๐Ÿ’ฌ 3 ๐Ÿ“Œ 0

Ravens also lost to the Raiders. Bengals choked too many matches, Not only the Pats game

29.12.2024 13:58 ๐Ÿ‘ 0 ๐Ÿ” 0 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0

Sanรฉ (and Gnabry) at Bayern are perfect examples. Especially Sanรฉ excelled on Friday when he was โ€žforcedโ€œ to play on the left side.

22.12.2024 18:11 ๐Ÿ‘ 2 ๐Ÿ” 0 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0

Just Zac Taylor thingsโ€ฆ

18.11.2024 02:27 ๐Ÿ‘ 2 ๐Ÿ” 0 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0