Mark Ramos
@mframos.bsky.social
1K followers 18 following 210 posts
Teacher, Data Scientist, Gamer, Ph.D. Statistics. My views are my own.
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mframos.bsky.social
Join me on 10/18/25 as I talk about ubiquitous bias for publishing statistically significant results in peer-reviewed journals and why it's not the boogeyman it is made out to be. The event is virtual, free and hosted by the R Users Group - PH. Register now! #science www.meetup.com/r-user-group...
#141 Balanced Examination of Positive Publication Bias, Sat, Oct 18, 2025, 8:30 AM | Meetup
Dr. Mark Ramos will examine the conventional view that positive publication bias, favoring statistically significant findings, is inherently detrimental to research quality
www.meetup.com
mframos.bsky.social
Happy to share that one of my most enduring insights from over two decades of teaching statistics and mathematics subjects is now published in Statistics Teacher by @amstatnews.bsky.social. #statsky #STEM #STEAM #education #mathed #iteachmath
www.statisticsteacher.org/2025/09/25/p...
On the Pedagogy of Randomness: Effectively Teaching How Random Is Relative in High School | Statistics Teacher
www.statisticsteacher.org
mframos.bsky.social
All parents want the best for their child. Thus, the issue on Tylenol use & autism risk is so consequential. It's important to communicate the science objectively, thoroughly & compassionately. Put yourself in the shoes of the pregnant mom suffering from a fever. theconversation.com/what-parents...
What parents need to know about Tylenol, autism and the difference between finding a link and finding a cause in scientific research
Trump’s definitive statements that Tylenol use during pregnancy causes autism suggest certainty that the science does not support.
theconversation.com
mframos.bsky.social
Our latest paper on drivers of HPV vaccination rates is now published in Vaccine. #science #sciencesky #research #researchsky #hpv #vaccine doi.org/10.1016/j.va...
Redirecting
doi.org
mframos.bsky.social
That weakness may have been inherited from the training data. What proportion of people that you meet have the ability to admit that they don't know? I don't know.
mframos.bsky.social
For my fellow Dungeons and Dragons fans who may taking a #statistics course this semester. This will come in handy when the time comes to learn hypothesis testing. #DnD #D&D
mframos.bsky.social
They say MTG has been dying since 1995. :D
mframos.bsky.social
Just finished Eyes of Wakanda and can say that it soundly makes up for both What if...? Season 3 and Season 2.
Reposted by Mark Ramos
amstatnews.bsky.social
There are many “statistically significant” birthdays in August, including the term “artificial intelligence,” coined in August 1955. Read about more historical happenings in August’s This Month in Statistics History: magazine.amstat.org/...
A screenshot of the August Time Series article
mframos.bsky.social
Curious how #publicationbias shapes scientific record? This Shiny app shows hypothetical distributions of published papers across levels of bias. Play with assumptions on the research landscape and how researchers behave to see what happens. #science #statsky #bias levelalpha005.shinyapps.io/shiny1/
levelalpha005.shinyapps.io
mframos.bsky.social
Thank you. Yes, it is an easy mistake to make. I like to say the problem with statistics isn’t that it is hard to understand, but rather that it is so easy to misunderstand.
mframos.bsky.social
"On the other hand, if researchers and publishers are competent, good faith actors and the only risk in positive publication bias comes from inflation of type 1 error rate by chance, ....(we) show that the negative impact is outweighed by the much larger improvement in true positive rates."
mframos.bsky.social
Plus, people are free to propose other frameworks. Bayesian inference is one example. It isn't strictly better than a frequentist approach, but neither is it strictly worse. As always, context is key. Whatever you propose, it must be open to scrutiny on such matters as t1 & t2 error rate control.
mframos.bsky.social
Statistical evidence is not the only piece of evidence. Your sample mean, odds ratio, etc. do not change if a hypothesis test fails to reject Ho. We only offer a reasonable framework backed by ways to control type 1 error rate and power in the context of uncertainty and sample variability.
mframos.bsky.social
That's why clinical trials have different stages. Earlier stages may be looking for any effect, but later stages (as mentioned in the paper) set standards for clinical relevance using various, non-statistical bases (i.e. they test that the effect is at least larger than this or it does not pass).
mframos.bsky.social
pvalues and ci's are two parts of the same inference. Both are taught, used, and often misunderstood. The truth value of hypotheses are typically unknown even after one has made a decision. Best we can hope for is to have some control over our error rates, which is why we set alpha for t1 error.
mframos.bsky.social
In this paper, I discuss an often misunderstood aspect of inference that can trip up even seasoned researchers. If you wonder what "practical significance" means in #statistics, I guarantee you that reading this will make you a better scientist. #statsky #StatsSky #science doi.org/10.1093/jrss...
mframos.bsky.social
Had a lot of fun doing this talk at #JSM2025. The transformed and relative Lorenz curves are available for use in the glorenz R package. #statsky #StatsSky #datascience #dataliteracy #jsm cran.r-project.org/web/packages...
mframos.bsky.social
Today I will be presenting our recently published paper on New Graphical Displays and Related Statistical Measures of Health Disparities Among Groups. Hope to see you there! (CC-210, 2pm-3:50pm). #JSM #JSM2025 #statsky #StatsSky #statistics. academic.oup.com/jrsssa/advan...
mframos.bsky.social
#jsm2025 kicks into high gear! So many exciting sessions to watch. What session are you looking forward to? Let’s gooooo! #jsm #statsky #statssky
mframos.bsky.social
Awesome estimathon game by #janestreet at #jsm. #jsm2025 #statssky. We were team two sided XD.
mframos.bsky.social
Behold, hot chicken!
mframos.bsky.social
#jsm2025 is here in Music City! #stats #statsky #jsm #statssky Anyone try the hot chicken yet?