no code implementations • 21 Dec 2023 • Jiong Liu, Hamed Farahani, R. A. Serota
Tails of single-year HPI appear to show more consistency with power-law behavior, which is better described by a GB Prime (GB2) distribution.
no code implementations • 7 Jul 2023 • Jiong Liu, M. Dashti Moghaddam, R. A. Serota
In order to ascertain BS, DK or nDK behavior, all fits include their confidence intervals and p-values are evaluated for the data points to check if they can come from the respective distributions.
no code implementations • 6 Feb 2023 • Wangzhuo Yang, Bo Chen, Yijun Shen, Jiong Liu, Li Yu
To overcome these challenges, a multi-layer multi-fusion strategy framework is proposed in this paper, i. e., the server adopts the network layer parameters of each client upload model as the basic unit of fusion for information-sharing calculation.
no code implementations • 5 Sep 2022 • Jiong Liu, R. A. Serota
We approach the Generalized Beta (GB) family of distributions using a mean-reverting stochastic differential equation (SDE) for a power of the variable, whose steady-state (stationary) probability density function (PDF) is a modified GB (mGB) distribution.