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@@ -204,10 +204,10 @@ output:
     extra_dependencies: ["float"]
 ```
 
-We can use the chunk option `fig.pos`\index{chunk option!fig.pos} to control the float behavior. The option value `!H` will prevent any floating within the document. We can set the default behavior for the document so that all chunks have this setting by including the following line in the first code chunk in your R Markdown document:
+We can use the chunk option `fig.pos`\index{chunk option!fig.pos} to control the float behavior. The option value `H` from **float**\index{LaTeX package!float} will prevent any floating within the document. We can set the default behavior for the document so that all chunks have this setting by including the following line in the first code chunk in your R Markdown document:
 
 ```{r, eval=FALSE}
-knitr::opts_chunk$set(fig.pos = "!H", out.extra = "")
+knitr::opts_chunk$set(fig.pos = "H", out.extra = "")
 ```
 
 In general, we do not recommend that users force LaTeX to stop floating figures. This solution was included in this book by popular demand,^[The related Stack Overflow question has been viewed for over 45,000 times: https://stackoverflow.com/q/16626462/559676.] but there could be some serious side effects when LaTeX is unable to float figures.