Dan Malinsky
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danielmalinsky.bsky.social
Dan Malinsky
@danielmalinsky.bsky.social
1.2K followers 510 following 60 posts
Assistant Professor of Biostatistics at Columbia.

I study causal inference, graphical models, machine learning, algorithmic (un)fairness, social + environmental determinants of health, etc. Opinions my own.

http://www.dmalinsky.com
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danielmalinsky.bsky.social
Inspiring to see communities doing both the science and advocacy needed to protect their neighborhoods, as the federal government rolls back environmental regulations

www.theguardian.com/us-news/2025...

by @thaliajuarez.bsky.social
US Latinos mobilize to monitor – and improve – local air quality: ‘We have to fix it’
As Latino communities ramp up air quality monitoring, Trump’s EPA moves to weaken pollution regulations
www.theguardian.com
September 28, 2025 at 3:38 PM
Reposted by Dan Malinsky
zunguzungu.bsky.social
www.aclu.org/news/free-sp...
September 24, 2025 at 6:51 PM
danielmalinsky.bsky.social
www.theguardian.com/commentisfre...
September 9, 2025 at 2:37 AM
danielmalinsky.bsky.social
In case you want to take a break from ~everything else going on~ to read a lil bit about causal mediation analysis, sample selection bias, and disparities in liver transplantation decisions... here's a new paper: arxiv.org/abs/2509.01969
Mediation Analysis in the Presence of Sample Selection Bias with an Application to Disparities in Liver Transplantation Listing
The study of disparities in the liver transplantation process may focus on quantifying causal effects, particularly the average, direct, or indirect effects of various social determinants of health on...
arxiv.org
September 8, 2025 at 8:41 PM
danielmalinsky.bsky.social
I wrote something about statistics under authoritarianism
September 2, 2025 at 12:46 PM
danielmalinsky.bsky.social
August 8, 2025 at 2:45 AM
danielmalinsky.bsky.social
This paper I contributed to may be of interest to both public health folks and philosophers of science — we outline a view of how to understand and operationalize “intrinsic health” as distinct from “no disease”

(ffo of words like “emergence” and “operationalize”)
cusciofhealth.bsky.social Science of Health at Columbia University @cusciofhealth.bsky.social · Jun 23
Complex systems theory meets evolutionary biology in our new paper on 'intrinsic health.' We propose a first-principles approach to understanding health as an emergent property with measurable dynamics.
www.science.org/doi/10.1126/...
June 26, 2025 at 9:42 PM
danielmalinsky.bsky.social
Zohran's victory is a glimmer of light in a very dark time <3
June 25, 2025 at 8:13 AM
Reposted by Dan Malinsky
gregggonsalves.bsky.social
Support the brave staffers at @NIH! #BethesdaDeclaration actionnetwork.org/forms/add-na...
ADD YOUR NAME: Sign the Open Letter in Support of NIH Staff
Join the courageous and committed National Institutes of Health (NIH) public servants by adding your name now.
actionnetwork.org
June 9, 2025 at 2:11 PM
danielmalinsky.bsky.social
Join the AAUP and your dues go to support lawsuits like these against the Trump admin!
aaup.org AAUP @aaup.org · Jun 4
NEW: Judge William Young rejected the Trump administration's motion to dismiss in AAUP v. Rubio, our lawsuit challenging the admin's policy of arresting, detaining, & deporting noncitizen students & faculty who participate in pro-Palestinian activism.

🧵
1/3
June 4, 2025 at 5:21 PM
Reposted by Dan Malinsky
standupforscience.bsky.social
A powerful piece by Daniel Malinsky on why scientists must resist Trump’s authoritarian agenda:

“In these times … scientists have a duty to dissent.”

We completely agree. Ready to act? Join the #SummerFightForScience now (1/2)➡️

www.theguardian.com/commentisfre...
Now is the time for scientists to stand up against Trump’s repressive agenda | Daniel Malinsky
The administration is attacking research, health and the environment. We might seem unlikely activists – but we have a duty to dissent
www.theguardian.com
May 28, 2025 at 4:08 PM
danielmalinsky.bsky.social
I wrote something to say that scientists cannot afford to be 'apolitical'

Scientists actually have the skills and the duty to join in the fight against authoritarianism

www.theguardian.com/commentisfre...
Now is the time for scientists to stand up against Trump’s repressive agenda | Daniel Malinsky
The administration is attacking research, health and the environment. We might seem unlikely activists – but we have a duty to dissent
www.theguardian.com
May 25, 2025 at 12:52 PM
danielmalinsky.bsky.social
My NIH-funded friends: please take 1min to post a public comment opposing this awful policy change that would expedite political interference in federal science funding

www.federalregister.gov/documents/20...
freemanjb.bsky.social Jon Freeman @freemanjb.bsky.social · May 21
🚨 A new rule would let career scientists like NSF/NIH program officers be replaced by political appointees

Already 14,000+ public comments, deadline is Friday

📣 Comments can be short. Courts consider them—and scientists with NSF/NIH experience are especially impactful

Speak up! shorturl.at/WKuBj
May 23, 2025 at 7:47 PM
danielmalinsky.bsky.social
Tag yourself!

I'm the "NA" in the NIEHS budget line
davidho.bsky.social David Ho @davidho.bsky.social · May 6
This is not a science budget. This is a massacre.

thebridge.agu.org/2025/05/05/t...
A table titled "Funding Levels Summary (in millions)" shows funding data for various U.S. federal agencies over fiscal years FY24, FY25, and the FY26 President's Budget Request (PBR). It includes five columns: Agency, FY24 Omnibus, FY25 CR (Continuing Resolution), FY25 Enacted, FY26 PBR, and % Change from FY25 to FY26 PBR. Agencies and their respective funding levels (in millions) and percent changes are: DOE (Department of Energy) FY24 Omnibus: $50,246.75 FY25 CR: $50,246.75 FY25 Enacted: $49,800 FY26 PBR: $45,100 % Change: -9.4% DOE Office of Science FY24 Omnibus: $8,240 FY25 CR: $8,240 FY25 Enacted: — FY26 PBR: $7,092 % Change: -13.9% EPA (Environmental Protection Agency) FY24 Omnibus: $9,158.89 FY25 CR: $9,158.89 FY25 Enacted: $9,100 FY26 PBR: $5,000 % Change: -54.5% NASA FY24 Omnibus: $24,875 FY25 CR: $24,875 FY25 Enacted: $24,800 FY26 PBR: $18,800 % Change: -24.3% NASA SMD (Science Mission Directorate) FY24 Omnibus: $7,334.20 FY25 CR: $7,565.70 FY25 Enacted: — FY26 PBR: $3,908.2 % Change: -46.7% NIEHS (National Institute of Environmental Health Sciences) FY24 Omnibus: $997.02 FY25 CR: $997.02 FY25 Enacted: — FY26 PBR: NA % Change: NA NOAA (National Oceanic and Atmospheric Administration) FY24 Omnibus: $6,319 FY25 CR: $6,319 FY25 Enacted: — FY26 PBR: $4,799 % Change: -24% NSF (National Science Foundation) FY24 Omnibus: $9,060 FY25 CR: — FY25 Enacted: $8,800 FY26 PBR: $3,900 % Change: -55.8% USGS (United States Geological Survey) FY24 Omnibus: $1,455.43 FY25 CR: $1,455.43 FY25 Enacted: — FY26 PBR: $891.43 % Change: -38.8% Red text is used to denote percentage decreases in FY26 PBR compared to FY25. Several entries for FY25 Enacted are missing or denoted with a dash. NIEHS has no FY26 PBR or percent change listed.
May 6, 2025 at 6:23 PM
Reposted by Dan Malinsky
noahshachtman.bsky.social
OpenAI's "most powerful system" makes shit up more than half of the time. For its "o4-mini" model, the rate is ***79 percent***
nytimes.com The New York Times @nytimes.com · May 5
The newest and most powerful A.I. technologies — so-called reasoning systems from companies like OpenAI, Google and the Chinese start-up DeepSeek — are generating more errors, not fewer. As their math skills have notably improved, their handle on facts has gotten shakier.
A.I. Hallucinations Are Getting Worse, Even as New Systems Become More Powerful
A new wave of “reasoning” systems from companies like OpenAI is producing incorrect information more often. Even the companies don’t know why.
www.nytimes.com
May 5, 2025 at 4:43 PM
Reposted by Dan Malinsky
illdottore.bsky.social
Decades of research that American taxpayers have invested in is being imperiled at universities like mine. Our paper wrote about some of the projects affected www.columbiaspectator.com/news/2025/04...
Ezra Susser, CC ’74, Public Health ’82, Public Health ’92, professor of epidemiology and psychiatry at the Mailman School of Public Health, said that hearing that two of his grants were cancelled was “soul-crushing.” He said the cuts are affecting a “whole legacy of work.” Susser’s grants were for his research on the genomics of schizophrenia in South Africa and for a psychiatric epidemiology training program. “We had two more years, really, to finish it,” Susser said about his study on schizophrenia. “And we’ve been working on it for 10 years or 12 years, officially, but for at least 15 years, and all that could be lost.”
April 28, 2025 at 12:22 AM
Reposted by Dan Malinsky
danielmalinsky.bsky.social
Columbia faculty (700+ signatures!) urges our Trustees to do 6 things:
1. Stand up for higher ed
2. Fight back against federal attacks (sue!)
3. Protect our students
4. Preserve academic freedom & fac governance
5. Affirm tenants of DEI
6. Protect research & provide backup funding
shorturl.at/6OLTJ
To Columbia’s trustees: Protect the future of higher education
Even before coming to power this year, President Donald Trump’s administration made its plans for targeting American higher education abundantly clear. <a href="https://www.youtube.com/watch?v=0FR65Ci...
shorturl.at
April 24, 2025 at 6:36 PM
danielmalinsky.bsky.social
Columbia faculty (700+ signatures!) urges our Trustees to do 6 things:
1. Stand up for higher ed
2. Fight back against federal attacks (sue!)
3. Protect our students
4. Preserve academic freedom & fac governance
5. Affirm tenants of DEI
6. Protect research & provide backup funding
shorturl.at/6OLTJ
To Columbia’s trustees: Protect the future of higher education
Even before coming to power this year, President Donald Trump’s administration made its plans for targeting American higher education abundantly clear. <a href="https://www.youtube.com/watch?v=0FR65Ci...
shorturl.at
April 24, 2025 at 6:36 PM
Reposted by Dan Malinsky
cuimcstandsup.bsky.social
Join us TODAY at 12:30pm Haven Ave Plaza (at the medical center)! CUIMC Stands Up and Speaks OUT! We rally to say HANDS OFF our students, science, patients, classrooms, and community!
Flyer that reads: CUIMC Stands Up and Speaks OUT! Come join the CUIMC Community of Scholars, Students, Healers, the Care-Givers and the Cared-For to Say HANDS OFF! Our students, our science, our patients, our classrooms, OUR COMMUNITY! April 22nd @ 12:30pm Haven Ave Plaza
April 22, 2025 at 1:31 PM
danielmalinsky.bsky.social
Spoke to an excellent intl student who was accepted to PhD programs in the US and is choosing to instead attend a program abroad due to fear and uncertainty re: the visa cancellations...

Such a loss for the US :(
April 21, 2025 at 3:44 PM
danielmalinsky.bsky.social
Trustees: listen to the faculty! Fight back!
cuimcstandsup.bsky.social CUIMC Stands Up @cuimcstandsup.bsky.social · Apr 14
Scenes from our demonstration today urging the Columbia Board of Trustees to protect our patients, students, research and teaching.
Image of protest with a speaker on the Columbia sundial surrounded by people holding protest posters. Image of protest with a speaker sitting surrounded by people holding protest posters. Image of protest with a speaker and a person holding a megaphone Image of a group of people in regalia and white coats holding signs that say e.g. Columbia Fight Back.
April 14, 2025 at 11:45 PM
Reposted by Dan Malinsky
aaup.org
MONDAY in NYC:

Stand with Columbia faculty, researchers, physicians, & nurses calling on the the Columbia Board of Trustees to resist Trump’s assault students, patients, lifesaving research, & teaching.

@aaupcu.bsky.social
@psc-cuny.org
@csmapnyu.org
cuimcstandsup.bsky.social CUIMC Stands Up @cuimcstandsup.bsky.social · Apr 12
Join us on Monday as we call on Columbia and the Board of Trustees to resist the Trump administration's assault on our students, research, teaching and patients!
📍Low Library Steps
⏰ 12:30pm Monday April 14
Flyer that says: CUIMC Stands Up Join Columbia physicians, nurses, researchers, and faculty as we call on our Board of Trustees to resist the Trump administration's assault on our students, our research, our teaching, and our patients. Monday, April 14th 12:30pm Low Library Steps
April 12, 2025 at 5:31 PM
Reposted by Dan Malinsky
profsaunders.bsky.social
Every single university president should be asked, in public, why they are not speaking out this way to support all the students currently detained without due process, and all those terrified that they will be next, on every campus in this country. Yes, including Columbia's acting president.
joshuajfriedman.com Joshua J. Friedman @joshuajfriedman.com · Apr 2
NEW: Tufts files a declaration in support of Rümeysa Öztürk: "The University has no information to support the allegations that she was engaged in activities at Tufts that warrant her arrest and detention." www.tufts.edu/president/sp...
4. With her consent, the University can confirm that Ms. Oztürk is a third-year doctoral student in good academic and administrative standing. Her research focuses on how young adults can use social media in positive, prosocial ways and she is described by her faculty as a hard-working student dedicated to her studies and the Tufts community. The University has no information to support the allegations that she was engaged in activities at Tufts that warrant her arrest and detention. The University has seen an outpouring of support for Ms. Öztürk over the last week from Tufts students, faculty and staff. These individuals have described Ms. Öztürk as a valued member of the community, dedicated to her academic pursuits and committed to her colleagues.
April 3, 2025 at 12:11 AM
Reposted by Dan Malinsky
senpei.bsky.social
It was great to have @danielmalinsky.bsky.social give an excellent lecture on casual graph discovery in my network science class today!
April 3, 2025 at 8:23 PM
Reposted by Dan Malinsky
lucycheke.bsky.social
I am I'm this picture and I don't like it
March 24, 2025 at 11:19 PM