binscatter: Make a binscatter plot, allowing for formulas and fixed...
In karldw/kdw.junk: Miscellaneous Functions Karl Found Useful

Description Usage Arguments Details See Also Examples

This is a convenience wrapper around lfe::felm() and binsreg::binsreg(), because I want the ease of Stata's binscatter.

1	binscatter(formula, data, x = NULL, ..., weights = NULL)

`formula`	A formula to estimate, of the form `y ~ x1 + x2 \| fe1 + fe2`
`data`	Data to use
`x`	Independent variable of interest. May be a vector (as in `binsreg()`) or the name of a varaible in `data`. If omitted, the first x variable in the formula is used.
`...`	Other arguments passed to `binsreg`
`weights`	Optional vector of weights. Interpretation is the same as `lm()`.

Important note: The standard errors here will not account for the fixed effects. This function is useful for plots, and is not recommended for inference.

binsreg::binsreg(), lfe::felm()

if (requireNamespace("binsreg", quietly=TRUE)) {
  res <- binscatter(Sepal.Length ~ Sepal.Width + Petal.Length | Species, iris)
  print(res$bins_plot)
  res <- binscatter(Sepal.Length ~ Sepal.Width + Petal.Length | Species, iris, x="Petal.Length")
}