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MIIC
Workbench: reconstructing your network
Discover the temporal version
tMIIC
designed for causal discovery on time series.
Basic Settings
Mode
*
Standard
Temporal
tMIIC
Job name
*
Email
Dataset
*
Example
Use Alarm dataset directed
Use Alarm dataset undirected
Download Alarm dataset
Download Alarm dataset undirected
Reset
Example
Use Covid cases dataset (unique time series)
Use multiple time series example dataset
Download Covid cases dataset
Download multiple time series example dataset
Reset
Variables names
*
Columns
Rows
Algorithm
*
Miic
Advanced Settings
Number of layers
Delta t
Maximum number of nodes
Moving average
Neff
Seed
Complexity
NML
BIC
Orientation
Yes
No
Propagation
Yes
No
Latent
Yes
No
Orientation only
Allow negative information
Yes
No
Consistent
No
Skeleton
Orientation
Consensus threshold
Maximum number of iterations
KL-distance
Yes
No
True edges
Example
Use Alarm true edges file
Use Alarm true edges file
Download Alarm true edges file
Reset
Example
Use multiple time series true edges file
Use multiple time series true edges file
Download multiple time series true edges file
Reset
Network layout
Example
Use network layout for Alarm
Use network layout for Alarm
Download network layout for Alarm
Reset
Example
Use network layout for multiple time series example
Use network layout for multiple time series example
Download network layout for multiple time series example
Reset
Category order
Example
Use category order for Alarm directed
Use category order for Alarm
Download category order for Alarm
Reset
Example
Use category order for multiple time series example
Use category order for multiple time series example
Download category order for multiple time series example
Reset
Excluded edges
Example
Use excluded edges for Alarm
Use excluded edges for Alarm
Download excluded edges for Alarm
Reset
Example
Use excluded edges for multiple time series example
Use excluded edges for multiple time series example
Download excluded edges for multiple time series example
Reset
Confidence filtering
On
Off
Number of shufflings
Confidence threshold
Orientation probability ratio
Discover the temporal version
tMIIC
designed for causal discovery on time series.