R：使用小鼠 mipo/data.frame object 和 sjPlot tab_model

Question

I'm trying to get a table output for a pooled logistic model with imputed datasets from mice so I can see and report the standardized and exponentiated estimates and model fit statistics, but it seems like tab_model will not take a mipo/data.frame object这来自分析汇总数据。

这是一个来自survival package 的trial数据集的示例。

library(survival)
library(tidyverse)
library(mice)
library(sjPlot)

suppressWarnings(mice::mice(trial, m = 2)) %>%
        with(glm(death ~ marker + grade, family = "binomial")) %>% 
        pool() %>%
        tab_model(., show.se = TRUE, show.std = TRUE, show.aic = TRUE)

这给了我这个错误：

Error in if (fam.info$is_linear) transform <- NULL else transform <- "exp" : 
  argument is of length zero

有没有办法将池小鼠 object 与 tab_model 一起使用？ 或者将其转换为 object 类型的 tab_model 会怎样？

Answer 1

这不是mice问题，而是tab_model()和broom对象的问题。 请参阅https://stackoverflow.com/a/70422199/17724015和https://github.com/strengejacke/sjPlot/issues/385 。