Complete f-moment convergence for maximal randomly weighted sums of arrays of rowwise widely orthant dependent random variables and its statistical applications.
Miaomiao WangShunping ZhengXi ChenXuejun WangPublished in: J. Comput. Appl. Math. (2024)
Keyphrases
- random variables
- weighted sums
- weight update
- independent and identically distributed
- graphical models
- probability distribution
- statistically independent
- conditional independence
- latent variables
- stochastic optimization problems
- lead time
- conditional probabilities
- weighted sum
- neural network
- convergence rate
- least squares
- bayesian networks
- potential functions
- service times
- belief propagation
- conditional random fields
- joint probability distribution
- markov chain
- random vectors