Statistics - Interval-Wise Testing for omics data

Statistical Analyses for omics data

Questions of the tutorial:

  • How to visualize high-resolution omics data in different groups of genomic regions?
  • How to evaluate differences in high-resolution omics data between groups of genomic regions?
  • How to detect locations and scales at which the significant effects unfold?

Objectives of the tutorial:

  • Pre-process high-resolution omics data
  • Create pointwise boxplots corresponding to different groups of genomic regions
  • Perform the Interval-Wise Testing between two groups of genomic regions
  • Visualize and inspect test results
  • Detect relevant locations and scales

Resource type: Tutorial

Authors: marziacremona, fabio-cumbo

External resources:
Statistics - Interval-Wise Testing for omics data https://tess.elixir-europe.org/materials/statistics-interval-wise-testing-for-omics-data Statistical Analyses for omics data Questions of the tutorial: - How to visualize high-resolution omics data in different groups of genomic regions? - How to evaluate differences in high-resolution omics data between groups of genomic regions? - How to detect locations and scales at which the significant effects unfold? Objectives of the tutorial: - Pre-process high-resolution omics data - Create pointwise boxplots corresponding to different groups of genomic regions - Perform the Interval-Wise Testing between two groups of genomic regions - Visualize and inspect test results - Detect relevant locations and scales