Great work by my PhD student @manchester.ac.uk , Kritchavat Ploddi, on this publication! 👏, and thanks to my fellow supervisors @mattsperrin.bsky.social & @glenmartin.bsky.social

📄 doi.org/10.1186/s415...

#ClinicalPredictionModels #Generalisability #Transportability #DataShift #CausalInference

in addition to showing how solitary animals incur costs so their offspring benefit from social play it features an integration of #causalinference and hierarchical dyadic social relations network modeling to highlight how individuals and kin-dyads navigates the costs of social behavior

Call for #AAG2027 abstracts! 🗺️📊

Obsessed with geospatial data and causality? Join our session on Causal Inference in the Geospatial Context!

We welcome methods, applications, and challenges. Details below 👇
lnkd.in/g9up2ycF

#AAG #GeoAI #GIScience #RemoteSensing #SpatialData #CausalInference

University of Pennsylvania is hiring:
Assistant Professor in Causal Inference and Machine Learning Methods

#assistantprofessor #statistics #causalinference

Why Machine Learning Can't Answer 'What If?'

Machine learning can predict with stunning accuracy and still mislead about cause and effect. See how causal inference separates predi...

https://blog.scienceye.com/why-machine-learning-cant-answer-what-if/

#causalinference #causality #confounding #co…

After extensive qualitative fieldwork (n=1), I can report that this is a pretty great job 🧑‍🎓😀

If you work on #Climate, #Environment and #CausalInference, I highly recommend applying for this Assistant Professor position @sriucl.bsky.social 👇

🚨Deadline: October 30

Marina Höhne and I are hiring a postdoc in XAI × causal inference at Uni Potsdam (CRC 1294)!
Strong ML background, experience in XAI or causality, curious about the other. Time series a plus.
Full-time E13 TV-L, funded until 6/2029, no teaching.
DM us & please share! #XAI #CausalInference

Leibniz Gemeinschaft (@leibniz-gemeinschaft.de) is hiring:
Postdoc in Causal Inference / Statistics

#postdoc #medicine #causalinference

"Mediators, confounders, colliders – a crash course in causal inference", by @florianhartig.bsky.social (2019): theoreticalecology.wordpress.com/2019/04/14/m... 🧵

#policy #intervention #graphs #causality #causalInference #stats #statistics #counterFactuals #probabilities #ecology #confounding

Apply now for CAUSALab Clinics!

Free #causalinference consulting w/ postdoc fellows. Offered to Boston early-career investigators who research comparative effectiveness or safety of health interventions.

Fall 2026 dates:
📅 Oct 14
📅 Dec 9

Apply:
hsph.harvard.edu/research/cau...

Fall is here! 🍁

Our team kicked off the semester with a social welcoming new members to the lab. Follow along for upcoming CAUSALab projects, research collaborations, and events @hsph.harvard.edu!

#causalinference #publichealth #harvard #harvardchan

#statstab #623 Six Lemmas Concerning Heterogeneity and Nonlinearity in Causal Inference

Thoughts: A very clear treaty of Causal inference problems.

#causalinference #ATE #MachineLearning #inference #bias #heterogeneity #lemma #nonlinear #observational

math.la.asu.edu/~prhahn/six-...

New research develops a method for identifying causal direction in economic time series using asymmetries in residual dependence, while addressing the nonstandard inference challenges that arise in causal-discovery settings. spkl.io/633247r2FC

#Econometrics #CausalInference

#statstab #617 Why Adjusted Regression Coefficients Are Less Descriptive Than They Look

Thoughts: Great overview of the "controlling for" issue in multiple regression

#regression #inference #covariates #multivariable #guide #adjustment #causalinference

rpsychologist.com/descriptive-...

Wednesday at 12pm: in this week's #AppliedStats workshop, Tymon Słoczyński introduces practical tools for evaluating weighted estimands with "Quantifying the Internal Validity of Weighted Estimands."

www.iq.harvard.edu/event/tymon-...
#CausalInference #Statistics #QuantitativeMethods

Probability of Mediated Necessity (PMN) allows one to take into account the observed value of a biomarker as a causal mediator. #causalinference

#statstab #612 Causal discovery and the problem of psychological interventions

Thoughts: I recall this paper causing a bit of fuss (get it? Causing!).

#causalinference #psychology #inference #effects #interventions #opinion #research

www.sciencedirect.com/science/arti...

Linkoping University (@liu.se) is hiring:
Postdoc in Causal Inference and Natural Language Processing

#postdoc #causalinference #naturallanguageprocessing