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Ryan Bowles

@ryanpbowles.bsky.social

Applied quantitative methodologist at Michigan State University. To statisticians, I'm an early literacy researcher. To early literacy researchers, I'm a statistician.

703 Followers  |  162 Following  |  57 Posts  |  Joined: 06.11.2023  |  2.0164

Latest posts by ryanpbowles.bsky.social on Bluesky

Many thanks to MSU for issuing policies critical for my syllabus less than a week before the start of classes. After I finished the syllabus.

21.08.2025 22:48 โ€” ๐Ÿ‘ 3    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

Wait until you read Infinite Jest. It's not that funny.

21.08.2025 22:27 โ€” ๐Ÿ‘ 1    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

The new Cracker Barrel logo is the visual version of a 50 year old saying skibidi.

21.08.2025 22:14 โ€” ๐Ÿ‘ 1    ๐Ÿ” 1    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0
Preview
MSU Boosting Early Childhood Literacy- MSU Innovation Center PAWPrint Concepts was made by Dr. Lori Skibbe and Dr. Ryan P. Bowles to evaluate children's print concepts knowledge with a new testing method

A press release about our new measure of print concepts knowledge
innovationcenter.msu.edu/msu-boosting...

12.08.2025 19:31 โ€” ๐Ÿ‘ 4    ๐Ÿ” 2    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

No, because it's hearsay. And not an exception to hearsay. Or it's an exception to an exception. But not an exception to an exception to an exception.

11.07.2025 01:13 โ€” ๐Ÿ‘ 0    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

Already on my syllabus for next year!

04.07.2025 21:23 โ€” ๐Ÿ‘ 2    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

This analysis was supposed to be easy. F*** you, data.

20.03.2025 19:05 โ€” ๐Ÿ‘ 1    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

White and Nerdy

12.02.2025 03:17 โ€” ๐Ÿ‘ 3    ๐Ÿ” 0    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0

Great to see a student in my program get recognized for her expertise.

08.02.2025 00:14 โ€” ๐Ÿ‘ 1    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

Where is the groan button in bluesky?

16.01.2025 01:29 โ€” ๐Ÿ‘ 2    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

It finally happened. I have a student in my grad stats course whose advisor was once my student in the same grad stats course.

16.01.2025 00:11 โ€” ๐Ÿ‘ 9    ๐Ÿ” 0    ๐Ÿ’ฌ 2    ๐Ÿ“Œ 0

Language people: my trivia team had a rhyming question where the answer was Towel Howl. We had a debate about whether those words actually rhyme. Thoughts?

11.12.2024 03:03 โ€” ๐Ÿ‘ 0    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

Delete everything. If it's important enough, they'll email again.

Note: Despite the brilliance of this strategy, I have never been able to implement it.

03.12.2024 22:06 โ€” ๐Ÿ‘ 2    ๐Ÿ” 0    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0

Lick hurt. Don't like hurt.

02.12.2024 02:21 โ€” ๐Ÿ‘ 1    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

A Likert scale is always some form of Disagree to Agree rating scale. It is a type of rating scale, not synonymous with rating scale.

This is a hill I will not die on, because I have given up and have nothing left but to scream into the Bluesky void.

02.12.2024 00:53 โ€” ๐Ÿ‘ 5    ๐Ÿ” 0    ๐Ÿ’ฌ 2    ๐Ÿ“Œ 0

Underappreciated fact:

โ€žWhen the entire population is measured there is no need to perform a hypothesis test. After all, there is no pop. to generalize to. When data from the entire pop. has been collected the pop. effect size is known, and there is no confidence interval to compute.โ€œ

29.11.2024 10:30 โ€” ๐Ÿ‘ 25    ๐Ÿ” 5    ๐Ÿ’ฌ 2    ๐Ÿ“Œ 0

A standard error is a standard deviation of a sampling distribution. What is a sampling distribution? That is a question for another weekend's mediation.

22.11.2024 16:38 โ€” ๐Ÿ‘ 1    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

Don't be a hardass. At least one of your students is struggling with something major right now. No matter when now is.

19.11.2024 20:55 โ€” ๐Ÿ‘ 0    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

How much different do two samples need to be for factorial in invariance to be meaningful validity evidence? For example, randomly splitting a sample in two and finding factorial invariance is definitely not meaningful validity evidence.

16.11.2024 00:07 โ€” ๐Ÿ‘ 1    ๐Ÿ” 0    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0

As long as the old friend is a companion during eating, not a side dish to go with the noodles. English can be a little vague.

13.11.2024 23:44 โ€” ๐Ÿ‘ 1    ๐Ÿ” 0    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0

I taught a lecture on IRT today, and I have to say that even after 25 years in the field, I don't really get it. In the absence of a causal theory of the response process, what can IRT really say about measurement and validity?

13.11.2024 23:37 โ€” ๐Ÿ‘ 3    ๐Ÿ” 0    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0

Not in Python, but I've tried several R packages and keep coming back to Winsteps.

13.11.2024 12:32 โ€” ๐Ÿ‘ 2    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

I'd count myself in this group.

12.11.2024 19:58 โ€” ๐Ÿ‘ 1    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

My prediction is fewer international students in higher tier programs, more students from high reputation U.S. colleges, and no change for low/mid reputation colleges.

12.11.2024 19:55 โ€” ๐Ÿ‘ 1    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

This color scheme wins worst graph for me

11.11.2024 23:24 โ€” ๐Ÿ‘ 1    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

Excellent threat. A comparison of the statistical properties of RMMs and FMMs is irrelevant. All that matters is the nature of the latent variable (although I would not necessarily say the formative approach involves a latent variable).

25.10.2024 11:19 โ€” ๐Ÿ‘ 1    ๐Ÿ” 0    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0

Embretson's construct representation was about whether the construct causes the item response. Did sadness cause the score? Whether the manipulation caused the level of sadness is a separate question, and there has to be a latent trait in between the manipulation and the score.

19.10.2024 10:07 โ€” ๐Ÿ‘ 1    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

Always entertaining to discover what autocaptioning thinks I said in my recorded lecture. Today, I am doing a Principle Commodes Analysis.

16.10.2024 14:06 โ€” ๐Ÿ‘ 1    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

I changed my email signature to "Best Linear Unbiased Wishes, Ryan" months ago and I just finally got the second comment from a recipient. Perhaps I'm emailing with the wrong kind of people.

10.10.2024 21:47 โ€” ๐Ÿ‘ 1    ๐Ÿ” 0    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0

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