Neil Davies
neilmdavies.bsky.social
Neil Davies
@neilmdavies.bsky.social
Epidemiologist, economist, statistician, causal inference, public policy
Join us in London for an interactive and practical introduction to modern causal inference methods — with vegan and gluten-free refreshments included.
More info & registration 👉 www.ucl.ac.uk/brain-scienc...
#Epidemiology #CausalInference #UCL #ShortCourses
Causal Inference in Practice Short Course
This course covers the latest developments in causal inference methods and provides practical explanations for applying them to real research questions.
www.ucl.ac.uk
October 13, 2025 at 2:03 PM
🎯 Who should attend?
Researchers and analysts in epidemiology, medicine, or social science with experience in applied statistics (MSc+ level, PhD, or postdoc).
💷 Fees:
£800 standard
£400 for external students/ECRs
Free places for eligible PhD or LMIC researchers.
October 13, 2025 at 2:03 PM
Across three days we’ll combine theory with hands-on practicals.
Topics include:
• Potential outcomes & DAGs
• Target trial emulation
• Regression & propensity scores
• Instrumental variables
• Mediation analysis
• Sensitivity analyses
October 13, 2025 at 2:03 PM
Work led by Liam Wright, with Gemma Shireby, @timtmorris.bsky.social, and @davidbann.bsky.social.
August 6, 2025 at 11:38 AM
7/ Our study highlights the power of family-based designs to clarify intergenerational effects—and reminds us that both genes and environments matter.
August 6, 2025 at 11:38 AM
6/ We also found evidence that maternal BMI was associated with offspring birthweight and adolescent dietary patterns, even after adjusting for inherited genetic liability.
August 6, 2025 at 11:38 AM
5/ Maternal BMI, however, still showed a strong association with child BMI, even after adjusting for transmission. We estimated maternal indirect effects (via environment) to be ~25–50% the size of the direct genetic effect.
August 6, 2025 at 11:38 AM
4/ In MR models, there was little evidence that paternal BMI predicted offspring BMI after accounting for direct genetic inheritance. This suggests the paternal BMI-offspring BMI association may be explained by direct inheritance genes, not the paternal environment.
August 6, 2025 at 11:38 AM
3/ Phenotypically, both maternal and paternal BMI were positively associated with offspring BMI across development. The effects were similar in size—but correlation doesn’t tell us about causality or mechanisms.
August 6, 2025 at 11:38 AM
2/ We used Mendelian Randomization with polygenic indices (PGIs) in mothers, fathers, and children to separate direct genetic effects from other indirect effects such as nurture—i.e., environmental influences shaped by parents’ genetics.
August 6, 2025 at 11:38 AM
Do get in touch with me if you'd like to know more.
June 18, 2025 at 12:42 PM
*Position 2*: Causes of depression, anxiety and ADHD working with colleagues across UCL, the amazing Born in Bradford, Millenium Cohort Study and the MoBA study in Norway, with collaborations in Bristol and the Norwegian Institute of Public Health.

www.ucl.ac.uk/work-at-ucl/...
UCL – University College London
UCL is consistently ranked as one of the top ten universities in the world (QS World University Rankings 2010-2022) and is No.2 in the UK for research power (Research Excellence Framework 2021).
www.ucl.ac.uk
June 18, 2025 at 12:42 PM
Position 1: Causes of psychosis using new Olink HT proteomics data from ALSPAC, funded by Wellcome, with collaborations with Bath, Cardiff, Oxford and Cambridge universities.

www.ucl.ac.uk/work-at-ucl/...
UCL – University College London
UCL is consistently ranked as one of the top ten universities in the world (QS World University Rankings 2010-2022) and is No.2 in the UK for research power (Research Excellence Framework 2021).
www.ucl.ac.uk
June 18, 2025 at 12:42 PM