采用Stata实现倾向得分匹配分析

2016-05-14 法晓医学统计分析精粹

具体去实施这个倾向值匹配，一般有几个软件可以供选择： 1. SPSS，有个PSM的插件，其实是基于R包的。这个可能操作起来比较简单，但问题是，安装起来难啊.....很多人都没安装成功呢。 2. Stata，我觉得最经典的，就是这个pscore软件包了，当然，也还有别的，psmatch2之类。 3. R，最流行的就是matching包和MatchIt包，等等啦。貌似那个SPSS中PSM的插

具体去实施这个倾向值匹配，一般有几个软件可以供选择： 1. SPSS，有个PSM的插件，其实是基于R包的。这个可能操作起来比较简单，但问题是，安装起来难啊.....很多人都没安装成功呢。 2. Stata，我觉得最经典的，就是这个pscore软件包了，当然，也还有别的，psmatch2之类。 3. R，最流行的就是matching包和MatchIt包，等等啦。貌似那个SPSS中PSM的插件就是基于这个MatchIt的，我没试过。 R上手的话，更难一些。如果你有准备很好的数据集，可以从SPSS中直接保存成Stata的dta格式，再用Stata打开，那还是用Stata中的pscore比较方便一些。做倾向值评分匹配嘛，流程其实很简单，就根据名字，根据相关变量，1. 算一个倾向值，然后2. 匹配一下，输出的结果，其实直接就是我们想要的了。当然，很多人说还要比较均衡不均衡，关于那个balance；还有人说要做那个敏感性分析，sensitive analysis。。。哎，那些都是后话了，先做出结果来再说。也没见几个人做Logistic回归之前检验下假设满不满足，之后看一下拟合效果啊？是吧。甭管

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2021-02-25 ms9000000768481009

请问大家是如何获取积分呀，小白真的不懂

72 0
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2021-02-25 ms9000000768481009

要学习一下

77 0
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2019-05-05 寻光追影

学习了，谢谢老师

99 0
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2017-01-02 297149680

老师？TREAT是什么？自变量？能再解释一下吗？非常感谢！?

103 0
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2016-05-30 lsblb

值得学习

156 0
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2016-05-30 lsblb

值得学习

180 0
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2016-05-16 bbjsj_1981

#ATA#

58 0
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2016-05-16 李研东

#stata#

103 0
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2016-05-15 medcardio

非常实用，回去就试一试，看一看。

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