TLFs

TipWhat this section covers

This section presents Tables, Listings, and Figures (TLFs) with a focus on shell-aligned implementation, traceability to ADaM/SAP intent, QC review, and delivery readiness.

Overview

TLFs are the visible outputs of statistical analysis and must balance scientific clarity, formatting precision, and reproducibility. My TLF approach emphasizes:

  • Shell alignment (SAP/TLF shell fidelity)
  • Traceability (output → ADaM → derivation/source intent)
  • Review readiness (clear labeling, consistency, and formatting)
  • QC-first execution (content, logic, and presentation checks)

The goal is to deliver outputs that are accurate, interpretable, and submission/reporting ready.

What you’ll find in this section

TLF Overview

  • TLF delivery workflow and organization
  • Relationship to SAP/TLF shells and ADaM inputs
  • Output traceability and review considerations

Tables

  • Example statistical summary tables
  • Population/endpoint alignment
  • Formatting and consistency checks

Figures

  • Example plots and graphical outputs
  • Labeling, scales, interpretation support, and QC checks
  • Reproducible generation and review considerations

Listings

  • Example patient/data listings
  • Sorting, grouping, and display conventions
  • Readability and review utility

Representative TLF contributions

  • Translate shell specifications into reproducible output programs
  • Validate consistency between outputs, populations, and ADaM inputs
  • Organize output packages for efficient medical/statistical review
  • Support delivery with traceable, QC-reviewed outputs

Working style

My TLF workflow is shell-driven and reviewer-focused:

  • Start from shell intent and analysis definitions
  • Standardize formatting and output conventions
  • Build QC checks into production and review cycles
  • Ensure outputs are easy to trace and interpret