Online Bayesian learning for mixtures of spatial spline regressions with mixed effects

Autor:	Shufei Ge, Farouk S. Nathoo, Shijia Wang, Liangliang Wang
Rok vydání:	2021
Předmět:	Statistics and Probability Bivariate analysis Machine learning computer.software_genre Bayesian inference 01 natural sciences Domain (software engineering) 010104 statistics & probability 0502 economics and business Computer Science::Symbolic Computation 0101 mathematics Cluster analysis 050205 econometrics Mathematics business.industry Applied Mathematics 05 social sciences Univariate Functional data analysis Spline (mathematics) Modeling and Simulation Artificial intelligence Statistics Probability and Uncertainty Particle filter business computer
Zdroj:	Journal of Statistical Computation and Simulation. 92:1530-1566
ISSN:	1563-5163 0094-9655
DOI:	10.1080/00949655.2021.2002329
Popis:	Classification and clustering methods based on univariate functions have been well developed. Recent work has extended the techniques to the domain of bivariate functions by incorporating the techn...
Databáze:	OpenAIRE
Externí odkaz:	https://explore.openaire.eu/search/publication?articleId=doi_________::4e4bc9e1f99cdeed7655465ae4da91b9 https://doi.org/10.1080/00949655.2021.2002329 Zobrazit plný text záznamu