Tensor Regression for Incomplete Observations (TRIO)

Versión 1.0 (10,5 MB) por Peter Xu
Tensor Regression for Incomplete Observations (TRIO) with Application to Longitudinal Studies
0.0
(0)
15 Descargas
Actualizado 25 sep 2023
Ver licencia en 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

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Citar como

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

Compatibilidad con la versión de MATLAB
Se creó con R2022a
Compatible con cualquier versión
Compatibilidad con las plataformas
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

Versión Publicado Notas de la versión
1.0

Para consultar o notificar algún problema sobre este complemento de GitHub, visite el repositorio de GitHub.
Para consultar o notificar algún problema sobre este complemento de GitHub, visite el repositorio de GitHub.