Causal Effect Estimation with Global Probabilistic Forecasting: A Case Study of the Impact of Covid-19 Lockdowns on Energy Demand.
Ankitha Nandipura PrasannaPriscila GrecovAngela Dieyu WengChristoph BergmeirPublished in: CoRR (2022)
Keyphrases
- demand forecasting
- forecast models
- continuous valued
- generative model
- electricity consumption
- energy consumption
- case study
- short term
- probabilistic model
- energy minimization
- estimation accuracy
- weather forecasting
- prediction model
- medium term
- renewable energy
- support vector regression
- uncertain data
- test bed
- long term
- bayesian networks