解决在 R 中使用 stargazer 创建 table logit 回归结果的错误

Question

我希望展示一个很好的 table 使用 stargazer 测量高血压的逻辑回归，其中包括系数、标准误差和显着性（用星号表示）。当我尝试插入 stargazer 的规范时，我看到以下错误消息：“% 错误：无法识别的对象类型。”我在下面运行包含了一些示例 data/the 代码。这将如何解决？谢谢！

library(stargazer)
library(mfx)

structure(list(AGE = c(40L, 23L, 24L, 18L, 30L, 33L, 32L, 63L, 
22L, 24L), IMMIGRANT = c(0, 0, 0, 0, 0, 1, 0, 0, 0, 1), FAMSIZE = c(2L, 
2L, 2L, 3L, 2L, 6L, 2L, 1L, 2L, 1L), HLTH_INS = c(1, 1, 1, 1, 
1, 0, 1, 1, 1, 0), HYPERTEN = c(0, 0, 0, 0, 0, 0, 0, 1, 0, 0), 
    SMOKE = c(0, 0, 0, 0, 0, 0, 0, 0, 0, 1), PSU = c(2L, 1L, 
    2L, 2L, 2L, 1L, 2L, 2L, 1L, 2L)), row.names = c(NA, -10L), class = "data.frame")

#The regression works without adjusting for clustered SE 
logit<-logitmfx(HYPERTEN~AGE+IMMIGRANT+FAMSIZE+HLTH_INS+
                 SMOKE,data=sample,
                atmean=TRUE,robust=T)

logit_mfx_coef <- logit$mfxest[,1]  
logit_mfx_se <- logit$mfxest[,2] 

stargazer(logit, type="text",title = "Predicting Probability of Hypertension",intercept.bottom=FALSE,
          coef = logit_mfx_coef,
          se   = logit_mfx_coef, column.labels="Logit mfx",
          digits=4,align=TRUE)

Answer 1

将 logit$fit 作为第一个参数传递给 stargazer()。

logitmfx() operation returns a bunch of stuff, but stargazer() 需要一个拟合模型对象（或数据框）作为它的第一个参数。

stargazer(logit$fit, type="text",title = "Predicting Probability of Hypertension",intercept.bottom=FALSE,
          coef = logit_mfx_coef,
          se   = logit_mfx_coef, column.labels="Logit mfx",
          digits=4,align=TRUE)

输出：

Predicting Probability of Hypertension
=============================================
                      Dependent variable:    
                  ---------------------------
                           HYPERTEN          
                           Logit mfx         
---------------------------------------------
Constant                    0.0000           
                           (0.0000)          
                                             
AGE                                          
                                             
                                             
IMMIGRANT                                    
                                             
                                             
FAMSIZE                                      
                                             
                                             
HLTH_INS                                     
                                             
                                             
SMOKE                                        
                                             
                                             
---------------------------------------------
Observations                  10             
Log Likelihood              -0.0000          
Akaike Inf. Crit.           10.0000          
=============================================
Note:             *p<0.1; **p<0.05; ***p<0.01

解决在 R 中使用 stargazer 创建 table logit 回归结果的错误

Resolve error in creating table of logit regression results with stargazer in R

statistics

r

cluster-analysis

stargazer

logistic-regression