IncomeSCM: From tabular data set to time-series simulator and causal estimation benchmark.
Fredrik D. JohanssonPublished in: CoRR (2024)
Keyphrases
- data sets
- real world
- estimation process
- quasi periodic
- bayesian networks
- training set
- rare events
- training data
- importance sampling
- estimation accuracy
- accurate estimation
- causal relationships
- dynamic time warping
- density estimation
- original data
- temporal data
- benchmark data sets
- parameter estimation
- causal reasoning
- input data
- moving average
- data mining