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Nonparametric Statistics Course

Nonparametric Statistics Course
from 4 to 360h flexible workload
valid certificate in your country

What will I learn?

Master modern nonparametric methods fi skewed, zero-heavy, an censored clinical outcomes inna dis focused, hands-on course. Learn robust estimators, rank-based tests, quantile an robust regression, cluster-aware approaches, an practical effect sizes. Yuh wi practice EDA, sensitivity checks, bootstrapping, permutation tests, an reproducible reporting tailored to real-world clinical data challenges.

Elevify advantages

Develop skills

  • Apply strong nonparametric tests like Wilcoxon, Kruskal-Wallis, Dunn, an more.
  • Design bootstrap an permutation analyses fi skewed, zero-heavy clinical data.
  • Compute robust effect sizes: Hodges-Lehmann, Cliff’s delta, rank-biserial r.
  • Build quantile an rank-based regression models wid categorical covariates.
  • Produce reproducible R/Python reports wid robust tables, plots, an code.

Suggested summary

Before starting, you can change the chapters and the workload. Choose which chapter to start with. Add or remove chapters. Increase or decrease the course workload.
Workload: between 4 and 360 hours

What our students are saying

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The course was essential to meet my boss's and the company's expectations.
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Really great course. Lots of valuable information.
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