Workflows and Applications
Use this overview to decide whether you need a workflow page, understand what these pages do not promise, and jump to the workflow leaf that best matches your starting point.
Overview
Use this section when you want the next reading path for a practical analysis task, scientific use case, or dataset pattern rather than a single methods page in isolation.
This section is for choosing a reading-order workflow page, not for claiming that Licklider provides one complete guided pipeline for every topic.
If you already know the exact statistical method, start with Methods instead. If you mainly need reporting rules or submission-facing guidance, start with Reporting and Submission instead.
Two entry styles
- Analysis Workflow Hubs are organized by analysis family such as group comparison, regression, survival, or repeated measures.
- Domain Workflows are organized by scientific task or domain-shaped dataset and point to a practical bundle of nearby pages.
These pages are reading-order aids with different starting assumptions.
Start here
Use the table below to go directly to the workflow leaf that best matches your starting point.
| If you are starting from... | Go to... |
|---|---|
| a question about whether groups differ on an outcome | Group Comparison Workflow |
| a question about predictors, adjustment, association, or modeling | Regression Workflow |
| a time-to-event or survival question | Survival Workflow |
| repeated observations, longitudinal structure, or within-subject data | Repeated Measures Workflow |
| concentration-response tables or dose-response style experiments | Dose-response Curves |
| many screened features with volcano plot, heatmap, or compositional concerns | Multi-omics and Compositional Data |
| a high-dimensional cell-feature matrix with PCA-style or clustering-style exploration | Flow Cytometry Data Analysis |
| survival-adjacent clinical endpoint questions | Clinical Trial Endpoints |
| repeated-measures experiments where independence and model choice remain central | Repeated Measures Experiments |
If the table shape is clearer than the method family or domain use case, use Common Workflows by Dataset Shape instead.
What these pages cover
Workflow pages help you move from a practical starting point toward the nearest methods, figures, checks, and reporting pages. Typical entrypoints include group comparison, regression, survival, repeated measures, dose-response curves, clinical trial endpoints, flow cytometry, and multi-omics or compositional data.
Child pages
Reading note
- Use these pages to orient the next docs step.
- For current support boundaries, pair workflow pages with Known Limitations before strengthening public claims.