Topic: Workflow and Reporting

Writing a Prospective NLME Analysis Plan

Versioning Data, Code, and Model Specifications

Stating Limitations and Intended Use of NLME Results

Sequencing Structural, Variability, and Covariate Decisions

Reporting Estimation Settings and Convergence Evidence

Reporting the Final NLME Model Specification

Recording Model Decisions and Rejected Alternatives

Packaging an Auditable NLME Analysis

Modularizing NLME Model Code and Configuration

Independent Quality Checks for Data and Model Implementation