Simulated Time Series

These are data generated according to a negative binomial vector autoregressive model. The specific generative mechanism is described in Section 3.1 of "mbtransfer: Microbiome Intervention Analysis using Transfer Functions and Mirror Statistics" by Sankaran and Jeganathan.

Usage

sim_ts

Format

A ts_inter class of 50 subjets with 30 timepoints each.

Source

This run is sim_input_004.rda from this collection, https://drive.google.com/drive/folders/19mDoKbT2qvO9AlRdn_wQKBbqNh8Cx22F as reshaped and interpolated by this script: https://github.com/krisrs1128/microbiome_interventions/blob/main/scripts/forecasting_metrics.Rmd