Table 1.
Descriptive comparison between Black and non-Black demographics.
Fig 1.
(a) Sample (dash curves) and estimated overall trajectories (solid curves) for Black (red) and non-Black (blue) groups; (b) estimated nonlinear functions; (c) the estimate of (Black) and its joint confidence intervals (shaded gray).
Table 2.
Post-selection inference for the real data application.
The estimates denote the coefficients derived from our lasso procedure, while the debiased coefficients represent the values obtained after employing an adapted debiasing method which allows to compute p-values and confidence intervals.
Table 3.
Estimates of regression coefficients using the adaptive debiasing method.
Column 1 shows the estimates using the penalized-EM algorithm, and Column 2 lists the debiased estimates, and Columns 3-5 report the debiased p-value and 95% confidence intervals.