Stata to R Code Translator-Stata to R Code Conversion

Example

Translating the Stata command `regress y x1 x2, robust` to the R equivalent `lm(y ~ x1 + x2, data = df)`, followed by applying the `vcovHC()` function from the `sandwich` package for robust standard errors.

Scenario

A researcher analyzing the impact of education on income in Stata decides to switch to R for more advanced visualizations. The Translator helps convert the regression commands, ensuring that the statistical methods used remain consistent across platforms.

Example

Converting the Stata command `gen age2 = age^2` into the R equivalent `df$age2 <- df$age^2`.

Scenario

A data analyst working with survey data needs to generate new variables for further analysis. Using the Translator, they can quickly adapt their Stata variable creation scripts to R, ensuring a smooth continuation of their workflow.

Example

Translating a Stata loop like `forvalues i = 1/10 { reg y x`i' }` to the R equivalent `for(i in 1:10) { lm(y ~ get(paste0('x', i)), data = df) }`.

Scenario

An econometrician using loops in Stata to run a series of regressions wants to replicate this in R. The Translator handles the conversion, enabling the user to maintain the iterative logic in their analysis.