19 citations · 67 across the 10 of their papers we have counts for
Showing 2022Show all
2 papers · 1 filter
stat.ME2022★ 12 cited
Consistent Causal Inference from Time Series with PC Algorithm and its Time-Aware Extension
Rahul Biswas, Somabha Mukherjee
The estimator of a causal directed acyclic graph (DAG) with the PC algorithm is known to be consistent based on independent and identically distributed samples. In this paper, we c…
q-bio.NC2022★ 12 cited
Statistical Perspective on Functional and Causal Neural Connectomics: The Time-Aware PC Algorithm
Rahul Biswas, Eli Shlizerman
The representation of the flow of information between neurons in the brain based on their activity is termed the causal functional connectome. Such representation incorporates the…