e-learning
Interval-Wise Testing for omics data
Abstract
IWTomics implements the Interval-Wise Testing (IWT; for omics data. This
About This Material
This is a Hands-on Tutorial from the GTN which is usable either for individual self-study, or as a teaching material in a classroom.
Questions this will address
- 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?
Learning Objectives
- 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
Licence: Creative Commons Attribution 4.0 International
Keywords: Statistics and machine learning
Target audience: Students
Resource type: e-learning
Version: 17
Status: Active
Prerequisites:
Introduction to Galaxy Analyses
Learning objectives:
- 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
Date modified: 2023-11-09
Date published: 2018-06-14
Contributors: Fabio Cumbo, Marzia A Cremona
Scientific topics: Statistics and probability
External resources:
Activity log
