HLM Spatial model的编程请教

是 否 +2 论坛币

k人 参与回答

经管之家送您一份

应届毕业生专属福利!

求职就业群

赵安豆老师微信：zhaoandou666

经管之家联合CDA

送您一个全额奖学金名额~ !

立即领取

感谢您参与论坛问题回答

经管之家送您两个论坛币！

+2 论坛币

研究问题：

一共三层：
第一层： individual events,
第二层： urban facilities (e.g. grocery stores, bus stops),
第三层： neighborhood unemployment rate and poverty rate.
主要是看哪些因素影响第一层。
第一层和第二层没有包含关系，都是单个spatial points.

应该用HLM SPATIAL 做还是Hierarchical Bayesian Spatial Model做？ 请问哪个model更好？

除了WinBUGs和R， 有没有简单好用的软件？

哪里能找到与我这个问题类似的Winbugs/R的code？

谢谢。

扫码加我 拉你入群

请注明：姓名-公司-职位

以便审核进群资格，未注明则拒绝

分享0 收藏0 回帖

关键词：Spatial model mode del ATI individual facilities events points 软件

Thanks for your reply!

My concern about whether HLM is appropriate is that the first tier (crime events) follow Negative Binomial Regression. So I think linear model may not be a good model for this project (I could be wrong).  That's why I am also thinking about Bayesian Hierarchical Spatial Model. However, bayesian models are always too complicated.

So, again, which model is better for this project:  HLM with Spatial, or GLIMMIX, or Bayesian Hierarchical Spatial Model?

Also, could you provide some links about the winbugs/R code for the related models?

Thanks!