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R语言用stargazer输出三个面板固定效应模型遇报错,求解决

问题描述

我用plm包的within模型拟合了三个含id和年份双重固定效应的面板线性模型:

fixed_YIELD_mean_to_treat.100 <- plm(YIELD_mean_total ~  treated.100 + Nightlight_sum + Population_sum + temp_mean, data= Results, index = c("id", "year"), model = "within")
fixed_YIELD_mean_fruits_treat.100<- plm(YIELD_mean_Fruit ~  treated.100 + Nightlight_sum + Population_sum + temp_mean, data= Results, index = c("id", "year"), model = "within")
fixed_YIELD_mean_grain_treat.100<- plm(YIELD_mean_Cereal ~  treated.100 + Nightlight_sum + Population_sum + temp_mean, data= Results, index = c("id", "year"), model = "within")

随后尝试用stargazer将三个模型合并输出到HTML文件:

stargazer( fixed_YIELD_mean_to_treat.100, fixed_YIELD_mean_fruits_treat.100, fixed_YIELD_mean_grain_treat.100, 
           type = "html",
           align = TRUE,
           omit = c("year", "id"),
           omit.labels = c("year FE", "id FE"),
           add.lines= list(c("ID Fixed effects", "Yes", "Yes", "Yes"),
                          c("Time Fixed effects", "Yes", "Yes", "Yes")),
           out = ".test1.html" )

但触发错误:

Error in if (is.na(s)) { : the condition has length > 1

仅输出两个模型时可正常运行,求三个模型合并输出的解决办法。

解决方法
  • 检查模型对象一致性:确认三个plm模型的结构完全匹配,比如index参数、数据集来源、变量结构无差异。可以用str()查看每个模型的内部结构,对比coefficients、model等核心部分是否一致,避免某模型因数据异常导致结构偏差。
  • 调整stargazer参数:原代码中omit = c("year", "id")可能在多模型场景下引发识别冲突,尝试替换为omit = "fixed"(plm的within模型固定效应会被标记为fixed),或直接移除omit与omit.labels参数,改用keep.stat = c("n", "adj.rsq")保留所需统计量,绕过固定效应的识别问题。
  • 更新依赖包:旧版本的plm或stargazer可能存在多模型输出的兼容性bug,运行update.packages(c("plm", "stargazer"))更新至最新版本后重试。
  • 替换输出工具:如果上述方法无效,改用texreg包替代stargazer,它对plm模型的多模型支持更稳定:
    library(texreg)
    htmlreg(list(fixed_YIELD_mean_to_treat.100, fixed_YIELD_mean_fruits_treat.100, fixed_YIELD_mean_grain_treat.100),
            file = ".test1.html",
            add.lines = list(c("ID Fixed effects", "Yes", "Yes", "Yes"),
                            c("Time Fixed effects", "Yes", "Yes", "Yes")))
    

内容的提问来源于stack exchange,提问作者Sulz

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最近更新时间:2026.08.13 15:45:52