Log in
Choose your language

Nonparametric Statistics Course

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

What will I learn?

Gain expertise in nonparametric techniques for handling skewed, zero-inflated, and censored data in clinical settings through this practical course. You will explore robust estimators, rank tests, quantile regression, cluster methods, and effect measures, while applying EDA, bootstrapping, permutation tests, and reproducible workflows suited to everyday clinical data issues.

Elevify advantages

Develop skills

  • Apply strong nonparametric tests like Wilcoxon, Kruskal-Wallis, and Dunn.
  • Set up bootstrap and permutation tests for skewed clinical data with lots of zeros.
  • Calculate reliable effect sizes such as Hodges-Lehmann, Cliff’s delta, and rank-biserial r.
  • Develop quantile and rank regression models including category variables.
  • Create reproducible R/Python reports featuring robust tables, graphs, and scripts.

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 say

I was just promoted to Intelligence Advisor for the Prison System, and the course from Elevify was crucial for me to be chosen.
EmersonPolice Investigator
The course was essential to meet the expectations of my boss and the company I work for.
SilviaNurse
Very great course. Lots of valuable information.
WiltonCivil Firefighter

FAQs

Who is Elevify? How does it work?

Do the courses have certificates?

Are the courses free?

What is the course workload?

What are the courses like?

How do the courses work?

What is the duration of the courses?

What is the cost or price of the courses?

What is an EAD or online course and how does it work?

PDF Course