Summary Method for causalQual Objects

Summarizes an causalQual object.

# S3 method for class 'causalQual'
summary(object, ...)

Arguments

object

An causalQual object.

...

Further arguments passed to or from other methods.

Value

Summarizes an causalQual object.

See also

causalQual

Author

Riccardo Di Francesco

Examples

## Generate synthetic data.
set.seed(1986)

data <- generate_qualitative_data_soo(1000, assignment = "observational",
                                      outcome_type = "ordered")
Y <- data$Y
D <- data$D
X <- data$X

## Estimate probabilities of shifts.
fit <- causalQual_soo(Y = Y, D = D, X = X, outcome_type = "ordered")
summary(fit)
#> 
#> ── CAUSAL INFERENCE FOR QUALITATIVE OUTCOMES ───────────────────────────────────
#> 
#> ── Research design ──
#> 
#> Identification:          Selection-on-Observables 
#> Estimand:                Probability Shifts 
#> Outcome type:            ordered 
#> Classes:                 1 2 3 
#> N. units:                1000 
#> Fraction treated units:  0.516 
#> 
#> ── Point estimates and 95\% confidence intervals ──
#> 
#> Class 1: -0.566  [-0.622, -0.510]
#> Class 2: -0.029  [-0.087,  0.030]
#> Class 3:  0.595  [ 0.542,  0.648]