空间计量模型的Baysian-INLA估计局限在经典线性形式.因此,本文结合非参数样条方法和贝叶斯推断,对非参数空间误差模型进行探究,并使用Bayesian-INLA进行模型估计.这对于空间计量模型的拓展以及扩宽贝叶斯估计方法的应用都有着理论和现实意义.本文所做工作具体有以下几个方面:第一,针对空间数据变量间广泛存在的非线性关系,...
空间计量模型的Baysian-INLA估计局限在经典线性形式.因此,本文结合非参数样条方法和贝叶斯推断,对非参数空间误差模型进行探究,并使用Bayesian-INLA进行模型估计.这对于空间计量模型的拓展以及扩宽贝叶斯估计方法的应用都有着理论和现实意义.本文所做工作具体有以下几个方面:第一,针对空间数据变量间广泛存在的非线性关系,...
目的 分析中国大陆31个省市手足口病的发病情况,从宏观角度探讨气象和社会经济因素与手足口病的时空变化关系.方法 收集并整理2016年12个月份手足口病数据和宏观因素指标,利用负二项广义可加时空模型进行建模,并在贝叶斯分层结构框架下运用嵌套拉普拉斯逼近(Bayesian-Integrated Nested Laplace Approximation)方法估计模型.结果...
当当网图书频道在线销售正版《基于INLA的贝叶斯推断 (Bayesian inference with INLA)》,作者:Virgilio Gomez-Rubio,出版社:高等教育出版社。最新《基于INLA的贝叶斯推断 (Bayesian inference with INLA)》简介、书评、试读、价格、图片等相关信息,尽在DangDang.com,网
You can do kriging the old fashioned way in R or even in ARC GIS. The advantage of using INLA though is that you can use Bayesian inference to do your kriging. This means you can interpolate non-normal error structures (like counts or presence/absence data). You can also include other ...
Bayesian Regression with INLA. Contribute to julianfaraway/brinla development by creating an account on GitHub.
当当尚城图书专营店在线销售正版《基于INLA的贝叶斯推断 (Bayesian inference with IN Virgilio Gomez-Rubio 著,汤银才、周世荣 译 高等教育出版社》。最新《基于INLA的贝叶斯推断 (Bayesian inference with IN Virgilio Gomez-Rubio 著,汤银才、周世荣 译 高等教育出版社
In this study, the performance of a novel Bayesian inference approach called Integrated Nested Laplace Approximation with Stochastic Partial Differential Equation (INLA-SPDE) was evaluated using independent calibration and validation datasets of various skewed and non-skewed soil properties and was compared...
神中神,保我顺利毕业的神书。 0 有用 Tenet 2024-05-27 00:22:58 上海 感觉在inla的介绍那里不是特别全,不过毕竟不是保姆书😞 我要写书评 Spatial and Spatio-temporal Bayesian Models with R - INLA的书评 ··· ( 全部0 条 ) 论坛 ··· 在这本书的论坛里发言 + 加入购书单 ...
and Rue, H.: Bayesian spatial and spatiotemporal modelling with R-INLA, Journal of Statistical Software, 63, https://doi.org/10.18637/jss.v063.i19, ... M Lin,AM Fiore,LW Horowitz,... - 《Journal of Geophysical Research》 被引量: 307发表: 2012年 Bayesian Spatial and Spatio-temporal Mo...