INSECAB Analytical Framework

The four disciplines

THE FOUR DISCIPLINES

The analytical framework of the European Institute
for Applied Biodata Science.

01

Clinical biostatistics

Study design, predictive modelling, survival analysis and methodological validation to the publication standards of first-quartile journals.

GLMSurvival analysisAUROCQ1
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02

Causal inference

DAGs, TMLE, DLNM and causal models to move beyond correlation and produce results that hold up to any scientific review process.

DAGsTMLEDLNMCausality
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03

Computational epidemiology

SIR/SEIR modelling, real-time surveillance, outbreak analysis and early warning systems for European and international health networks.

SIR/SEIRSurveillanceOutbreaksOne Health
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04

Reproducible science

Documented pipelines in R and Python, STROBE/CONSORT/PRISMA standards, reproducibility audits and code versioning for internationally validated research.

STROBECONSORTR/PythonFAIR
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