Error when working with a time series dataset of a single individual

[yejunbin]

Description:

While running the analysis with a time series dataset from a single individual, the following error occurred:

Calculate the 1th Component
Convergence reached at dif=3.40063312288588e-05, iter=2
Calculate the 2th Component
Convergence reached at dif=5.20076785560057e-05, iter=4
Error in data.frame(value = as.vector(tensor_est_agg[i, , ]), subID = rep(dimnames(tensor_est_agg)[[2]], : 
  argument implies differing number of rows: 51, 0, 1

This error seems to be related to the mismatch in the number of rows when creating a data.frame. The specific issue appears to be caused by dimensions within the tensor_est_agg object, which results in inconsistent row counts.

Please advise on how to resolve this issue when working with time series data for only one individual.

[pixushi]

Hi! Thanks for your interest in our method! Unfortunately TEMPTED is aimed at multi-subject longitudinal data. There are other methods suitable for time series data from a single subject.