Stats enthusiasts: I like to weave narratives using insights cross-tabbed from the latest poll
Stats experts: I only estimate conditional expectations and I keep a gun nearby so I can shoot them if they're from a distribution I don't recognize
@assumenormality.bsky.social
Assistant Professor of Health Policy at Vanderbilt w/ expertise in access to care, Medicaid, Veterans' health. Formerly Boston University, Department of Defense, US Army (CIV). Views are my own. #HealthEconomics #PublicHealth
Stats enthusiasts: I like to weave narratives using insights cross-tabbed from the latest poll
Stats experts: I only estimate conditional expectations and I keep a gun nearby so I can shoot them if they're from a distribution I don't recognize
βI Felt Like a Factory Worker.β Why VA Psychologists Are Burning Out
12.02.2026 23:33 β π 4 π 0 π¬ 0 π 0Register for our upcoming webinar with @joannespetz.bsky.social!
healtheconomics.org/events
Fused LASSO doesn't shrink coefficients towards zero; the penalties cause coefficients with similar magnitudes to move towards one another. So you end up with fewer groupings, but not too few your predictions suffer
12.02.2026 19:16 β π 0 π 0 π¬ 0 π 0Two reasons
1) Random effects require much stronger assumptions that are unlikely to be met
2) We aren't trying to shrink coefficients towards zero. We are trying to empirically bin coefficients with similar effect sizes in a way that maintains predictive accuracy and removes our subjectivity
Has anyone implemented fused LASSO in Stata to group or bin coefficients for dummy variables?
pmc.ncbi.nlm.nih.gov/articles/PMC...
One week from today!
03.02.2026 17:08 β π 7 π 10 π¬ 1 π 0I've had so many conversations with people who are worried about the direction of #healthequity research -- the lack of rigor, the lack of theory, and overstatement of findings.
Worse yet is the defiant attitude by some that any effort to push on nuance or causality undermines the project.
"When researchers cannot specify and be transparent about what equity means in their work, it risks becoming an aesthetic rather than a commitment."
Sharp piece by Choi et al outling several issues with contemporary research that have increasingly troubled me.
jamanetwork.com/journals/jam...
Assuming our history isn't sanitized, this period will be remembered as one of national shame.
www.yahoo.com/news/article...
Five classes I took in university (that I realize most people could use right now):
Research methodology
Statistics
Logic
Epistomolgy
Abnormal psychology
How it started / How it's going
18.01.2026 02:30 β π 4 π 0 π¬ 0 π 0They're trying so hard to justify a murder. And every American should know: if they kill you, this is what they'll do to you.
13.01.2026 04:20 β π 2602 π 710 π¬ 9 π 3Good time to brush up on what the experts say on the topic: Central bank independence in practice www.piie.com/publications...
12.01.2026 13:57 β π 2 π 2 π¬ 0 π 045 minutes until markets open
12.01.2026 13:45 β π 49 π 3 π¬ 5 π 0Now would be a really great time for Congress to reassert itself as a co-equal branch of government
03.01.2026 14:03 β π 13 π 1 π¬ 1 π 0It's now multiple pages
01.01.2026 06:38 β π 0 π 0 π¬ 0 π 0You know you're in the south when the walk home from #NashvilleNYE is a cacophony of (hopefully) celebratory gunfire π
01.01.2026 06:25 β π 1 π 0 π¬ 1 π 0Actual 2025 tariff rates are, to date, far less than statutory rates, but the costs of the tariffs are mostly borne by the US β estimated tariff pass-through to US prices in 2025 is 94%. Tariffs on imports act like a 1 to 2pp tax on US manufacturing. brentneiman.com/research/GN2...
27.12.2025 14:04 β π 353 π 147 π¬ 6 π 8THIS THIS THIS. ALL OF THIS
THIS is why faculty resist technological strategies for teaching. There is no engaging with Edtech without this context
Tell that to Vanderbilt University Medical Center, they've effectively barred researchers from using your product for this reason!
17.12.2025 15:47 β π 0 π 0 π¬ 0 π 0Dr Russell D. Moore is a theologian, pastor, and the editor in chief of Christianity Today.
15.12.2025 18:03 β π 18351 π 4138 π¬ 637 π 181thank you!
13.12.2025 03:21 β π 0 π 0 π¬ 0 π 0thank you!
13.12.2025 03:21 β π 1 π 0 π¬ 0 π 0I was expecting my Google scholar and was pleasantly surprised π
12.12.2025 18:05 β π 1 π 0 π¬ 0 π 0Looking for examples of published health policy studies with clear methodological flaws. Preferably from a med or health policy journal. Send me your favorites!
12.12.2025 17:31 β π 1 π 0 π¬ 3 π 0Apparently, Vanderbilt no longer allows the use of Rev for transcription because the data are sent outside the U.S.
Qual researchers, what services for human transcription (not AI) are you using and like?
MAGAZINER: How many veterans have you deported?
NOEM: We haven't deported veterans
MAGAZINER: We are now joined on Zoom by a combat veteran you deported to Korea
Taken together, our results demonstrate consistently high veteran satisfaction regardless of the credentials of their anesthesia providers. FIN
11.12.2025 19:54 β π 0 π 0 π¬ 0 π 0