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Posts by Aaron Caldwell

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Sympercents: symmetric percentage differences on the 100 log(e) scale simplify the presentation of log transformed data - PubMed The results of analyses on log transformed data are usually back-transformed and interpreted on the original scale. Yet if natural logs are used this is not necessary--the log scale can be interpreted...

Seems like a logical name. I just had seen the same concept as a different name pubmed.ncbi.nlm.nih.gov/11113946/

8 months ago 3 0 0 0

Huh interesting. I’ve not seen this called centinels before but rather sympercents.

8 months ago 1 0 2 0

“[Of] 25 replication studies, 7 (28%) studies demonstrated robust replicability, meeting all three validation criteria: achieving statistical significance (p < 0.05) in the same direction as the original study and showing compatible effect size magnitudes as per the Z test (p > 0.05).”

10 months ago 33 12 1 0
LinkedIn This link will take you to a page that’s not on LinkedIn

I'm pleased to announce the publication of two important papers in Sports Medicine on the first every large replication project in sport and exercise science. Read the full papers:
lnkd.in/gH3NCqK5  
lnkd.in/gE7izySW

#SportsScience #EvidenceBasedPractice #Research #OpenScience #Replication

10 months ago 10 6 0 1
Standardized Mean Differences TOSTER

I’ve implemented a couple different ways of plotting this in the TOSTER package aaroncaldwell.us/TOSTERpkg/ar...

1 year ago 2 0 1 0

Read it and had to do a double take to understand. Looking at this, I’ve never felt so American 🤣

1 year ago 1 0 0 0
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We're hiring at the U. of Arkansas!

Asst. Prof. with the aim of a research program focus on circular bioeconomy systems, teaching, service, and mentoring graduate students and research staff. Tenure will accrue in Dept. Biol. & Agric. Engr.

Apply: uasys.wd5.myworkdayjobs.com/en-US/UASYS/...

1 year ago 12 12 0 0
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Assistant/Associate Professor (Fayetteville) Current University of Arkansas System employees, including student employees and graduate assistants, need to log in to Workday via MyApps.Microsoft.com, then access Find Jobs from the Workday search ...

⚠️ Job Alert ⚠️

We're looking to add a Assistant/Associate Professor of Biostatistics to our crew at UAMS in Northwest Arkansas! Please share widely!

Awesome team, great work-life balance, and you get to help make real impact in community health. #stats

uasys.wd5.myworkdayjobs.com/en-US/UAMS_A...

1 year ago 4 4 0 0
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Mind sharing the DOI? I’m curious about this one.

1 year ago 2 0 0 0

Hey folks, I intermittently get on social media. If you ever need me, send me a message through my contact form on my website aaroncaldwell.us

1 year ago 1 0 0 0
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New article from me:

“Inconsistent multiple testing corrections: The fallacy of using family-based error rates to make inferences about individual hypotheses”

Open access: doi.org/10.1016/j.me...

#Stats
#Methodology

2 years ago 44 17 3 3
SimplyAgree R package An R package for agreement and reliability estimation

You can make these mean difference plots easily in SimplyAgree aaroncaldwell.us/SimplyAgree/

2 years ago 0 0 0 0
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New article: "Effects of preferred versus nonpreferred music on bench press performance". By Jasmin Hutchinson, @jennymurphy2.bsky.social, et al.
doi.org/10.51224/cik...

2 years ago 0 1 0 1

Check out our replication study as part of the larger replication project by the ssreplicationcentre.com

Thanks so much to Jasmin and team for their brilliant work on this

2 years ago 10 6 0 0
tweet from “gentile news network”:

⚠️ HERE ARE THE RULES ⚠️ 

🚨Post a picture of a Jew.

🚨 Say "_____ is a Jew." (1st line)

🚨Include what they are known for/who they are (2nd line)

🚨 #NameThem. (3rd line)
Please post only clean images of the person i.e. no stars of David etc.

Let's get this trending. ❤️

tweet from “gentile news network”: ⚠️ HERE ARE THE RULES ⚠️ 🚨Post a picture of a Jew. 🚨 Say "_____ is a Jew." (1st line) 🚨Include what they are known for/who they are (2nd line) 🚨 #NameThem. (3rd line) Please post only clean images of the person i.e. no stars of David etc. Let's get this trending. ❤️

gonna tell my grandkids this was musk’s twitter, because it was

2 years ago 790 144 63 30
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Repeated measures in clinical trials: simple strategies for analysis using summary measures - PubMed The summary measures approach to analysing repeated measures is described. The circumstances under which it can be advantageous to use such measures are considered. Strategies for baseline adjustment ...

Also a good paper that may be useful for the scenario you described pubmed.ncbi.nlm.nih.gov/10734289/

2 years ago 0 0 0 0

Ah, I had forgotten about this post. I like the simplicity of his MLM approach!

2 years ago 2 0 0 0

Yup, not necessarily wrong approach either. IMHO, I’d prefer to report Glass delta (pre-intervention SD) peerj.com/articles/103...

2 years ago 2 0 1 0
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Yeah, it’s feature of the design (I’m guessing this is SMD of the change scores). Lack of concurrent control provides a conveniently large effect size

2 years ago 2 0 0 0

Yeah, that’s pretty much how I’d do it (at a glance)

2 years ago 1 0 0 0

So the mixed model you had but with t1 on the “right” and t2 and t3 on the “left”

2 years ago 3 0 1 0

Then I’d only include t1 as a covariate

2 years ago 2 0 1 0

When is the experimental treatment exposure? Before or after t1?

2 years ago 2 0 1 0
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New article: "Model specification in mixed-effects models: A focus on random effects". By Keith Lohse et al.
doi.org/10.51224/cik...

2 years ago 6 4 0 0

No, that sounds entirely unreasonable. Are these limits for limits of agreement or an equivalence test.

2 years ago 0 0 1 0

If you don't think it would be any better your conclusion/claim would be better stated as "Effect sizes are function of the experiment design and analysis approach. So describing an effect outside of the context of the experiment just is not meaningful."

2 years ago 2 0 1 0

Claim 1: "Effect size is a function of the experiment design and analysis approach as much as, if not more than, the underlying effect. So describing an effect’s Cohen’s d outside of the context of the experiment just isn’t meaningful."

Is misleading the reader then, no?

2 years ago 0 0 1 0

Not sure I agree, all depends on what information/inference you are trying to make with the comparison. Let me ask you this though, what makes you think an *unstandardized* mean difference would be any better for comparing between experiments?

2 years ago 0 0 1 0
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And heterogeneity does not mean the effect sizes can’t be compared. Random effects models in ma exist for a reason

2 years ago 1 0 2 0

To put it another way: if I had two different studies that used different measures with wildly different reliabilities (within subject variation) I wouldn’t be surprised by differences in the SMD.

2 years ago 1 0 0 0