Tensor Regression for Incomplete Observations (TRIO)

Version 1.0 (10.5 MB) by Peter Xu
Tensor Regression for Incomplete Observations (TRIO) with Application to Longitudinal Studies
0.0
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Updated 25 Sep 2023
View License on GitHub

TRIO

Tensor Regression for Incomplete Observations (TRIO) with Application to Longitudinal Studies

Main Functions:
TRIO.m: This is a function to conduct TRIO regression.
TRIO_corr.m: This is an internal function to conduct TRIO with variance/covariance matrix.
test.m: To test and show examples of the TRIO functions.

Functions used in simulation:
randcorr.m, ten_mat.m: Helping functions.
simulation.m: Codes for the simulation study.

Additional folders:
tensor_toolbox-v3.4: tensor toolbox for Matlab (necessary for TRIO)
SLEP-master: Sparse Learning with Efficient Projections toolbox for Matlab (necessary for TRIO)
DISCOM: DISCOM method
CP regression: TensorReg toolbox for CP regression

View Tensor Regression for Incomplete Observations (TRIO) on File Exchange

Cite As

Peter Xu (2024). Tensor Regression for Incomplete Observations (TRIO) (https://github.com/zjph602xtc/TRIO/releases/tag/v1.0), GitHub. Retrieved .

MATLAB Release Compatibility
Created with R2022a
Compatible with any release
Platform Compatibility
Windows macOS Linux
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SLEP-master

SLEP-master/Examples/L1

SLEP-master/Examples/L1Lq

SLEP-master/Examples/fusedLasso

SLEP-master/Examples/invCov

SLEP-master/Examples/order

SLEP-master/Examples/overlapping

SLEP-master/Examples/sgLasso

SLEP-master/Examples/traceNorm

SLEP-master/Examples/tree

SLEP-master/SLEP/functions/@partialDCT

SLEP-master/SLEP/functions/L1/L1C

SLEP-master/SLEP/functions/L1/L1R

SLEP-master/SLEP/functions/L1Lq/L21C

SLEP-master/SLEP/functions/L1Lq/Lq1R

SLEP-master/SLEP/functions/fusedLasso

SLEP-master/SLEP/functions/invCov

SLEP-master/SLEP/functions/order

SLEP-master/SLEP/functions/overlapping

SLEP-master/SLEP/functions/pathWise

SLEP-master/SLEP/functions/sgLasso

SLEP-master/SLEP/functions/trace

SLEP-master/SLEP/functions/tree

SLEP-master/SLEP/opts

tensor_toolbox-v3.4

tensor_toolbox-v3.4/@ktensor

tensor_toolbox-v3.4/@sptenmat

tensor_toolbox-v3.4/@sptensor

tensor_toolbox-v3.4/@sptensor/private

tensor_toolbox-v3.4/@sumtensor

tensor_toolbox-v3.4/@symktensor

tensor_toolbox-v3.4/@symtensor

tensor_toolbox-v3.4/@tenmat

tensor_toolbox-v3.4/@tensor

tensor_toolbox-v3.4/@ttensor

tensor_toolbox-v3.4/doc

tensor_toolbox-v3.4/libraries/lbfgsb/Matlab

tensor_toolbox-v3.4/maintenance

tensor_toolbox-v3.4/tests

tensor_toolbox-v3.4/doc

Version Published Release Notes
1.0

To view or report issues in this GitHub add-on, visit the GitHub Repository.
To view or report issues in this GitHub add-on, visit the GitHub Repository.