@LuisOliverio Not my area at all, just genuine curiosity: does it actually make sense to talk about a single “fracture risk” when we mix bone fragility and fall risk into the same estimate?
They seem like two different biological systems, yet we often treat them as one.
@mncangie We already know HPA-axis dysregulation, cortisol rhythms, neuroinflammation, and gut–brain signaling are linked to sleep disturbance. But periodontitis-related dysbiosis can also act as a chronic inflammatory trigger, potentially amplifying the same pathways 🦷🧠
Researchers shouldn’t spend hours making graphs.
They should spend time doing science.
Sophan AI turns natural language into statistical analyses and publication-ready figures. 🧬
#AI#LifeScience
@masteringmph Completely agree. A confidence interval isn’t just a range- it’s also a test of statistical significance. But here’s the catch: interpreting it depends on the parameter (means vs. OR). Same tool, different meaning.
Unpopular opinion:
Researchers spend too much time testing for normality and too little time understanding their study design.
Thoughts?
#Biostatistics#PhDLife
Quick question for researchers:
Which statistical mistake do you encounter most often in papers or peer review?
-Wrong test
-Confounding variables ignored
-Assumptions not checked
-Repeated measures treated as independent
-p-values without context
Curious to hear your view 👇
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