R Under development (unstable) (2025-07-22 r88445 ucrt) -- "Unsuffered Consequences"
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> # This file is part of the standard setup for testthat.
> # It is recommended that you do not modify it.
> #
> # Where should you do additional test configuration?
> # Learn more about the roles of various files in:
> # * https://r-pkgs.org/testing-design.html#sec-tests-files-overview
> # * https://testthat.r-lib.org/articles/special-files.html
> 
> library(testthat)
> library(aRD)
> 
> test_check("aRD")

1000 of 1000 bootstraps completed successfully.

Call:

aRD(formula = y ~ x1 + x2 + x3, data = data)
boot::boot(data = object@data, statistic = f, R = R)

               Orig. Est.    Boot. Est.     Boot. SE          Bias
(Intercept) -0.2656315673 -0.2873566644 0.0290316030 -2.172510e-02
x1           0.0039000088  0.0038738839 0.0012117637 -2.612490e-05
x2           0.0119780292  0.0119816126 0.0023114527  3.583420e-06
x3           0.0001980374  0.0007794322 0.0009888346  5.813948e-04
                 Boot. RD            5%         95%
(Intercept) -0.2873566644 -2.910859e-01 -0.22302505
x1           0.0038738839  1.974591e-03  0.00592125
x2           0.0119816126  8.187897e-03  0.01584450
x3           0.0007794322 -1.517883e-18  0.00238332


1000 of 1000 bootstraps completed successfully.

Call:

aRD(formula = y ~ x, data = data.frame(y = y, x = x))
boot::boot(data = object@data, statistic = f, R = R)

              Orig. Est.   Boot. Est.    Boot. SE        Bias     Boot. RD
(Intercept) -0.157085169 -0.092937214 0.136958488  0.06414796 -0.092937214
x            0.005837794  0.004562534 0.002896189 -0.00127526  0.004562534
                    2.5%      97.5%
(Intercept) -0.380742020 0.07167818
x            0.001324663 0.01147654


FINALES MODELL:

Call:
aRD(formula = final_formula, data = data, maxit = maxit, solver = solver, 
    verbose = verbose, polish_final = polish_final, eps_abs = eps_abs, 
    eps_rel = eps_rel, conswitch = conswitch, use_nearPD = use_nearPD)

Convergence: TRUE
Coefficients:
               Estimate  Std. Error   z value     Pr(>|z|)          RD
(Intercept) -0.21068856 0.050105539 -4.204896 2.612027e-05 -0.21068856
x2           0.01429893 0.001794322  7.968989 1.599773e-15  0.01429893
                   2.5%       97.5%
(Intercept) -0.30889361 -0.11248351
x2           0.01078212  0.01781574

Iterations: 4 

Stability Investigations:
EPV (Events per Variable): 73.33 

FINALES MODELL:

Call:
aRD(formula = final_formula, data = data, maxit = maxit, solver = solver, 
    verbose = verbose, polish_final = polish_final, eps_abs = eps_abs, 
    eps_rel = eps_rel, conswitch = conswitch, use_nearPD = use_nearPD)

Convergence: TRUE
Coefficients:
               Estimate  Std. Error   z value     Pr(>|z|)          RD
(Intercept) -0.21068856 0.050105539 -4.204896 2.612027e-05 -0.21068856
x2           0.01429893 0.001794322  7.968989 1.599773e-15  0.01429893
                   2.5%       97.5%
(Intercept) -0.30889361 -0.11248351
x2           0.01078212  0.01781574

Iterations: 4 

Stability Investigations:
EPV (Events per Variable): 73.33 
[ FAIL 0 | WARN 0 | SKIP 0 | PASS 31 ]
> 
> proc.time()
   user  system elapsed 
  32.71    1.12   33.86