Statistical inference for dependence networks in topological data analysis.

Anass B. El-Yaagoubi Moo K. Chung Hernando Ombao

Published in: Frontiers Artif. Intell. (2023)

Keyphrases

statistical inference
data analysis
model selection
machine learning
statistical learning

bayesian inference
graphical models
semi parametric
topological features
data mining

contingency tables
complex networks
statistical methods
topological properties
network structure

high dimensional data
social networks
dimensionality reduction
dynamic programming
training data