semipar-cci's People
semipar-cci's Issues
add subjects in tensor factorization
- derive a linear model for subject
A_ijk ~ logit( Y_ij)
Y_ij = a + b_i + c_ij
b_i: batch effect
c_ij: subject effect
k: graph idx, random through logit - design an efficient algo to compute it
- used subject as group_idx to first do tensor f13
- measure variance of eigenvalues at each latent dimension
- collapse ones with small variance to batch level, i.e. remove that dimension form subject level
- implement it
- openmp version working
2d7eebc
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