Name
Title | ||
|---|---|---|
Bayesian Nonparametric Regression Modeling of Panel Data for Sequential Classification. |
Abstract | ||
|---|---|---|
This paper proposes a Bayesian nonparametric regression model of panel data for sequential pattern classification. The proposed method provides a flexible and parsimonious model that allows both time-independent spatial variables and time-dependent exogenous variables to be predictors. Not only this method improves the accuracy of parameter estimation for limited data, but also it facilitates mode... |
Year | DOI | Venue |
|---|---|---|
2018 | 10.1109/TNNLS.2017.2752005 | IEEE Transactions on Neural Networks and Learning Systems |
Keywords | Field | DocType |
Data models,Biological system modeling,Tensile stress,Bayes methods,Mathematical model,Numerical models,Predictive models | Panel data,Data modeling,Pattern recognition,Experimental data,Regression analysis,Computer science,Nonparametric regression,Bayesian linear regression,Bayesian multivariate linear regression,Artificial intelligence,Statistical hypothesis testing | Journal |
Volume | Issue | ISSN |
29 | 9 | 2162-237X |
Citations | PageRank | References |
0 | 0.34 | 0 |
Authors | ||
3 | ||
Name | Order | Citations | PageRank |
|---|---|---|---|
| Sihan Xiong | 1 | 0 | 1.01 |
| Yiwei Fu | 2 | 2 | 2.43 |
| Ray, A. | 3 | 832 | 184.32 |