Question

使用Sweave和R构建文档时，我会使用stargazer库来表。

使用stargazer时，是否有机制显示与glm构建的模型的剩余偏差相关的自由度？

最小代码：

library(stargazer)
set.seed(1234)
data <- data.frame(x=1:10)
data$y <- data$x + rnorm(10, 0, 0.2)
model <- glm(y~x, data=data, family=gaussian)
summary(model)
stargazer(model,title="A test", align=T,label="Tab:test",style="all2")

结果观星表将具有观测，对数似然，AIC，剩余偏差和空偏差，但没有d.f.我可以解决d.f.但是会想到这可以直接显示出来。另见：

https://sites.google.com/site/marekhlavac/stargazer

更新＃1：

感谢Marek的回复。为了让遇到这种情况的其他人受益，以下是允许您形成工作的过程：

从http://cran.r-project.org/src/contrib/Archive/stargazer/
在R下的包目录结构中，根据以下答案中的说明编辑“stargazer-internal.R”。
确保您的R会话中未加载库
确保您已删除任何现有的stargazer lib
安装编辑版的stargazer包。
在R中重新加载库并按常规编译。

以下是命令：

detach("package:stargazer", unload=TRUE)
remove.packages("stargazer")

从命令行：

R CMD INSTALL -l <path to library directory> stargazer

最后（假设您手头有几个模型），

library(stargazer)
stargazer(model6,model7,model8, title="Logistic model summary",align=T,label="Tab:logmod1",  font.size="footnotesize", style="all2")

结果：

% Table created by stargazer v.4.0 by Marek Hlavac, Harvard University. E-mail: hlavac at fas.harvard.edu
% Date and time: Tue, Sep 24, 2013 - 17:17:17
% Requires LaTeX packages: dcolumn 
\begin{table}[!htbp] \centering 
  \caption{Logistic model summary} 
  \label{Tab:logmod1} 
\footnotesize 
\begin{tabular}{@{\extracolsep{5pt}}lD{.}{.}{-3} D{.}{.}{-3} D{.}{.}{-3} } 
\\[-1.8ex]\hline 
\hline \\[-1.8ex] 
 & \multicolumn{3}{c}{\textit{Dependent variable:}} \\ 
\cline{2-4} 
\\[-1.8ex] & \multicolumn{3}{c}{whalesighted} \\ 
\\[-1.8ex] & \multicolumn{1}{c}{\textit{logistic}} & \multicolumn{1}{c}{\textit{probit}} & \multicolumn{1}{c}{\textit{glm: binomial}} \\ 
 & \multicolumn{1}{c}{\textit{}} & \multicolumn{1}{c}{\textit{}} & \multicolumn{1}{c}{\textit{link = cloglog}} \\ 
\\[-1.8ex] & \multicolumn{1}{c}{(1)} & \multicolumn{1}{c}{(2)} & \multicolumn{1}{c}{(3)}\\ 
\hline \\[-1.8ex] 
 visibility & 0.392^{***} & 0.226^{***} & 0.216^{***} \\ 
  & (0.051) & (0.027) & (0.026) \\ 
  Constant & -1.251^{***} & -0.745^{***} & -1.149^{***} \\ 
  & (0.246) & (0.144) & (0.182) \\ 
 \hline \\[-1.8ex] 
Observations & \multicolumn{1}{c}{232} & \multicolumn{1}{c}{232} & \multicolumn{1}{c}{232} \\ 
Log Likelihood & \multicolumn{1}{c}{-110.485} & \multicolumn{1}{c}{-110.888} & \multicolumn{1}{c}{-112.694} \\ 
Akaike Inf. Crit. & \multicolumn{1}{c}{224.970} & \multicolumn{1}{c}{225.775} & \multicolumn{1}{c}{229.388} \\ 
Residual Deviance (df = 230) & \multicolumn{1}{c}{220.970} & \multicolumn{1}{c}{221.775} & \multicolumn{1}{c}{225.388} \\ 
Null Deviance (df = 231) & \multicolumn{1}{c}{310.759} & \multicolumn{1}{c}{310.759} & \multicolumn{1}{c}{310.759} \\ 
\hline 
\hline \\[-1.8ex] 
\textit{Note:}  & \multicolumn{3}{r}{$^{*}$p$<$0.1; $^{**}$p$<$0.05; $^{***}$p$<$0.01} \\ 
\normalsize 
\end{tabular} 
\end{table}

回到我基于4.5代码实现变通方法时得到的错误。我从mac二进制文件（版本4.5.1）（http://cran.r-project.org/web/packages/stargazer/index.html）安装时遇到同样的错误，只是尝试使用stargazer，见下文。

> install.packages("stargazer")
trying URL 'http://cran.ms.unimelb.edu.au/bin/macosx/contrib/3.0/stargazer_4.5.1.tgz'
Content type 'application/x-tar' length 332917 bytes (325 Kb)
opened URL
==================================================
downloaded 325 Kb

> stargazer(model6,model7,model8,      
+           title="Logistic model summary",
+           align=T,
+           label="Tab:logmod1", 
+           font.size="footnotesize",
+           style="all2")
Error in `rownames<-`(`*tmp*`, value = "visibility") : 
  length of 'dimnames' [1] not equal to array extent

Marek，我将把结果traceback（）通过电子邮件发送给您。欢呼声。

Answer 1

Stargazer作者在这里。看起来包的默认值不是输出残差和零偏差的自由度。我将考虑在将来的版本中更改默认值。

作为现在的快速修复，您可能希望使用源包（来自CRAN），并修改stargazer-internal.R中的函数.adjust.settings.style以包含以下内容：

   if (style == "all") {
      .format.table.parts <<- c("=!","dependent variable label","dependent variables","models","columns","numbers","-","coefficients","-","omit","-","additional","N","R-squared","adjusted R-squared","max R-squared","log likelihood","sigma2","theta(se)*(p)", "SER(df)","F statistic(df)*(p)","chi2(df)*(p)","Wald(df)*(p)","LR(df)*(p)","logrank(df)*(p)","AIC","BIC","UBRE","rho(se)*(p)","Mills(se)*(p)","residual deviance(df)*","null deviance(df)*","=!","notes")  
      .format.coefficient.table.parts <<- c("variable name","coefficient*","standard error","t-stat","p-value")  
    }

    else if (style == "all2") {
      .format.table.parts <<- c("=!","dependent variable label","dependent variables","models","columns","numbers","-","coefficients","-","omit","-","additional","N","R-squared","adjusted R-squared","max R-squared","log likelihood","sigma2","theta(se)*(p)", "SER(df)","F statistic(df)*(p)","chi2(df)*(p)","Wald(df)*(p)","LR(df)*(p)","logrank(df)*(p)","AIC","BIC","UBRE","rho(se)*(p)","Mills(se)*(p)","residual deviance(df)*","null deviance(df)*","=!","notes")  
      .format.coefficient.table.parts <<- c("variable name","coefficient*","standard error")  
    }

请注意，这里唯一的变化是我将“（df）*”添加到“剩余偏差”和“零偏差”。

在stargazer表中显示自由度

1 个答案: