Description Usage Arguments Value Examples
Performs a simple bootstrap of a fitted DirectEffects model by re-estimating the model with bootstrap samples.
1 | boots_g(seqg, boots = 1000)
|
seqg |
A fitted sequential_g estimate, computed by |
boots |
The number of bootstrap replicates. Defaults to 1000. |
An object of type seqgboots which is a matrix with boots rows and columns for each coefficient in the seqg model. Use summary to provide summary statistics, such as mean and quantiles.
1 2 3 4 5 6 7 8 9 10 11 | data(ploughs)
form <- women_politics ~ plow +
agricultural_suitability + tropical_climate + large_animals + rugged |
years_civil_conflict + years_interstate_conflict + oil_pc +
european_descent + communist_dummy + polity2_2000 |
centered_ln_inc + centered_ln_incsq
s1 <- sequential_g(form, ploughs)
out.boots <- boots_g(s1)
summary(out.boots)
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