Aydin's Workbench

Exact gamlss.longitudinal simulator

Longitudinal Explorer

Shape a BCPE distribution over time, vary adjacent dependence, and watch the same seeded panel respond.

Connecting
v0.3 Visual test

Build the distribution through time.

Drag any trajectory point. The panel is regenerated with fixed random innovations so each change remains visually attributable.

Margin

BCPE exposes location, scale, skewness and tail-shape trajectories, with each fitted density over its observed histogram.

Dependence

A first-order Normal copula assigns one Kendall's tau value to every adjacent interval; normal-score pseudo-observations show the fitted dependence shape.

BCPE + first-order Normal copula

Simulated subject trajectories

Subjects 100
Timepoints 6
Exact simulation —
Current interpretation Location rises while dependence strengthens through the middle intervals.
Waiting for the R backend.