Weak convergence for weighted sums of negatively associated random variables and its application in nonparametric regression models.
Lu ZhangJibing QiHairong YangXuejun WangPublished in: Commun. Stat. Simul. Comput. (2022)
Keyphrases
- random variables
- regression model
- weighted sums
- regression trees
- weight update
- graphical models
- probability distribution
- conditional independence
- weighted sum
- gaussian process
- latent variables
- model selection
- joint distribution
- bayesian networks
- conditional random fields
- prediction model
- neural network
- potential functions
- conditional distribution
- linear model
- convergence rate
- marginal distributions
- probabilistic graphical models
- probabilistic inference
- approximate inference
- gaussian processes
- lead time
- back propagation